DNB_Visualisierung_Tutorial.ipynb

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   "source": [
    "# DNBLab Jupyter Notebook Tutorial\n",
    "## Datenanalyse, -bereinigung und Ergebnisvisualisierung\n",
    "In diesem Tutorial wird das Publikationsdatum aus einem kleinen Metadatenset im MARC21-Format extrahiert und aus den Daten ein Balkendiagramm erstellt, um die Verteilung der Publikationen nach Erscheinungsjahren sichtbar zu machen. Das Metadatenset beschränkt sich auf die bibliographischen Einträge der freien Online-Hochschulschriften, die sich in der Sachgruppe \"330 Wirtschaft\" befinden und im Zeitraum zwischen den Jahren 2000 und 2010 erschienen sind.\n",
    "\n",
    "#### Inhalt\n",
    "\n",
    "  * [Herangehensweise Datenbereinigung](#Herangehensweise-der-Datenbereinigung) \n",
    "  * [Fertige Funktion](#Die-fertige-Funktion)\n",
    "  * [Erstellen der Visualisierung](#Erstellen-der-Visualisierung)\n"
   ]
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   "source": [
    "### Einrichten der Arbeitsumgebung\n",
    "Die benötigten Python-Bibliotheken und Module werden importiert. Zum Parsen und Verarbeiten der XML- Daten werden BeautifulSoup und lxml verwendet. Pandas ist eine Bibliothek zur Analyse, Verarbeitung und Darstellung von Daten."
   ]
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   "source": [
    "from bs4 import BeautifulSoup as soup #Laden der Python-Bibliotheken und Module.\n",
    "from lxml import etree as ET\n",
    "import pandas as pd\n",
    "import re"
   ]
  },
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   "source": [
    "Nun  werden die Daten aus dem bereitgestellten [Tutorial-Datenset](dataset_tutorial_eco.xml) zur Verarbeitung in das Jupyter-Notebook geladen und durch Nutzung der Bibliothek „BeautifulSoup“ als XML-Datei für Python kenntlich gemacht. .\n",
    "\n",
    "Im Anschluss werden die einzelnen in der XML-Datei enthaltenen Datensätze (die sogenannten „Records“) identifziert und für die weitere Bearbeitung in der Variablen 'records' gespeichert.\n"
   ]
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     "text": [
      "Gefundene Records: 2828\n"
     ]
    }
   ],
   "source": [
    "# Laden der Daten und Zählen der im Datenset enthaltenen Records: \n",
    "\n",
    "xml = open(\"dataset_tutorial_eco.xml\", \"r\", encoding=\"utf-8\")\n",
    "data = soup(xml, \"xml\")                    \n",
    "\n",
    "records = data.find_all(\"record\", {'type':'Bibliographic'})  #Die Daten werden nach einem bestimmten Keyword 'record' und dem Typ 'Bibliographic' durchsucht und nur diese werden in der Variablen gespeichert.\n",
    "print(\"Gefundene Records:\", len(records)) #Die Anzahl der Einträge wird ausgegeben."
   ]
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    "#### Beispielhafte Anzeige des ersten (0.) Treffers. \n",
    "\n",
    "Im Folgenden ist die Ausgabe der Variablen 'records' zu sehen. Diese Anzeige kann später genutzt werden, um sich den Code anderer Treffer näher anzuschauen, wenn die Daten nicht wie erwartet gefunden wurden. Hier wird beispielhaft der 3. Datensatz in der Variable „records“ angezeigt:"
   ]
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     "text": [
      "<record type=\"Bibliographic\">\n",
      " <leader>\n",
      "  00000nam a2200000 c 4500\n",
      " </leader>\n",
      " <controlfield tag=\"001\">\n",
      "  1012057232\n",
      " </controlfield>\n",
      " <controlfield tag=\"003\">\n",
      "  DE-101\n",
      " </controlfield>\n",
      " <controlfield tag=\"005\">\n",
      "  20171202201255.0\n",
      " </controlfield>\n",
      " <controlfield tag=\"007\">\n",
      "  cr||||||||||||\n",
      " </controlfield>\n",
      " <controlfield tag=\"008\">\n",
      "  110524s2010    gw |||||om||| 00||||eng\n",
      " </controlfield>\n",
      " <datafield ind1=\" \" ind2=\" \" tag=\"015\">\n",
      "  <subfield code=\"a\">\n",
      "   11,O06\n",
      "  </subfield>\n",
      "  <subfield code=\"2\">\n",
      "   dnb\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\"7\" ind2=\" \" tag=\"016\">\n",
      "  <subfield code=\"2\">\n",
      "   DE-101\n",
      "  </subfield>\n",
      "  <subfield code=\"a\">\n",
      "   1012057232\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\"7\" ind2=\" \" tag=\"024\">\n",
      "  <subfield code=\"2\">\n",
      "   urn\n",
      "  </subfield>\n",
      "  <subfield code=\"a\">\n",
      "   urn:nbn:de:kobv:83-opus-28982\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\" \" ind2=\" \" tag=\"035\">\n",
      "  <subfield code=\"a\">\n",
      "   (DE-599)DNB1012057232\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\" \" ind2=\" \" tag=\"035\">\n",
      "  <subfield code=\"a\">\n",
      "   (OCoLC)1184365232\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\" \" ind2=\" \" tag=\"035\">\n",
      "  <subfield code=\"a\">\n",
      "   (OCoLC)729354240\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\" \" ind2=\" \" tag=\"040\">\n",
      "  <subfield code=\"a\">\n",
      "   1140\n",
      "  </subfield>\n",
      "  <subfield code=\"b\">\n",
      "   ger\n",
      "  </subfield>\n",
      "  <subfield code=\"c\">\n",
      "   DE-101\n",
      "  </subfield>\n",
      "  <subfield code=\"d\">\n",
      "   9999\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\" \" ind2=\" \" tag=\"041\">\n",
      "  <subfield code=\"a\">\n",
      "   eng\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\" \" ind2=\" \" tag=\"044\">\n",
      "  <subfield code=\"c\">\n",
      "   XA-DE\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\"7\" ind2=\"4\" tag=\"082\">\n",
      "  <subfield code=\"a\">\n",
      "   330\n",
      "  </subfield>\n",
      "  <subfield code=\"q\">\n",
      "   DE-101\n",
      "  </subfield>\n",
      "  <subfield code=\"2\">\n",
      "   22sdnb\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\"1\" ind2=\" \" tag=\"100\">\n",
      "  <subfield code=\"8\">\n",
      "   1\\p\n",
      "  </subfield>\n",
      "  <subfield code=\"a\">\n",
      "   March, Christoph\n",
      "  </subfield>\n",
      "  <subfield code=\"e\">\n",
      "   Verfasser\n",
      "  </subfield>\n",
      "  <subfield code=\"4\">\n",
      "   aut\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\"1\" ind2=\"0\" tag=\"245\">\n",
      "  <subfield code=\"a\">\n",
      "   A new perspective on social learning\n",
      "  </subfield>\n",
      "  <subfield code=\"c\">\n",
      "   vorgelegt von Christoph March\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\" \" ind2=\" \" tag=\"300\">\n",
      "  <subfield code=\"a\">\n",
      "   Online-Ressource\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\" \" ind2=\" \" tag=\"336\">\n",
      "  <subfield code=\"a\">\n",
      "   Text\n",
      "  </subfield>\n",
      "  <subfield code=\"b\">\n",
      "   txt\n",
      "  </subfield>\n",
      "  <subfield code=\"2\">\n",
      "   rdacontent\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\" \" ind2=\" \" tag=\"337\">\n",
      "  <subfield code=\"a\">\n",
      "   Computermedien\n",
      "  </subfield>\n",
      "  <subfield code=\"b\">\n",
      "   c\n",
      "  </subfield>\n",
      "  <subfield code=\"2\">\n",
      "   rdamedia\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\" \" ind2=\" \" tag=\"338\">\n",
      "  <subfield code=\"a\">\n",
      "   Online-Ressource\n",
      "  </subfield>\n",
      "  <subfield code=\"b\">\n",
      "   cr\n",
      "  </subfield>\n",
      "  <subfield code=\"2\">\n",
      "   rdacarrier\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\" \" ind2=\" \" tag=\"502\">\n",
      "  <subfield code=\"a\">\n",
      "   Berlin, Techn. Univ., Diss., 2010\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\"1\" ind2=\" \" tag=\"583\">\n",
      "  <subfield code=\"a\">\n",
      "   Archivierung/Langzeitarchivierung gewährleistet\n",
      "  </subfield>\n",
      "  <subfield code=\"5\">\n",
      "   DE-101\n",
      "  </subfield>\n",
      "  <subfield code=\"2\">\n",
      "   pdager\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\" \" ind2=\"7\" tag=\"655\">\n",
      "  <subfield code=\"0\">\n",
      "   (DE-588)4113937-9\n",
      "  </subfield>\n",
      "  <subfield code=\"0\">\n",
      "   https://d-nb.info/gnd/4113937-9\n",
      "  </subfield>\n",
      "  <subfield code=\"0\">\n",
      "   (DE-101)041139372\n",
      "  </subfield>\n",
      "  <subfield code=\"a\">\n",
      "   Hochschulschrift\n",
      "  </subfield>\n",
      "  <subfield code=\"2\">\n",
      "   gnd-content\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\" \" ind2=\" \" tag=\"850\">\n",
      "  <subfield code=\"a\">\n",
      "   DE-101a\n",
      "  </subfield>\n",
      "  <subfield code=\"a\">\n",
      "   DE-101b\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\"4\" ind2=\"0\" tag=\"856\">\n",
      "  <subfield code=\"u\">\n",
      "   https://nbn-resolving.org/urn:nbn:de:kobv:83-opus-28982\n",
      "  </subfield>\n",
      "  <subfield code=\"x\">\n",
      "   Resolving-System\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\" \" ind2=\"0\" tag=\"856\">\n",
      "  <subfield code=\"u\">\n",
      "   https://d-nb.info/1012057232/34\n",
      "  </subfield>\n",
      "  <subfield code=\"x\">\n",
      "   Langzeitarchivierung Nationalbibliothek\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\"4\" ind2=\" \" tag=\"856\">\n",
      "  <subfield code=\"q\">\n",
      "   application/pdf\n",
      "  </subfield>\n",
      "  <subfield code=\"u\">\n",
      "   http://opus.kobv.de/tuberlin/volltexte/2011/2898/\n",
      "  </subfield>\n",
      "  <subfield code=\"x\">\n",
      "   Verlag\n",
      "  </subfield>\n",
      "  <subfield code=\"z\">\n",
      "   kostenfrei\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\"2\" ind2=\" \" tag=\"883\">\n",
      "  <subfield code=\"8\">\n",
      "   1\\p\n",
      "  </subfield>\n",
      "  <subfield code=\"a\">\n",
      "   dnb\n",
      "  </subfield>\n",
      "  <subfield code=\"d\">\n",
      "   20200610\n",
      "  </subfield>\n",
      "  <subfield code=\"q\">\n",
      "   DE-101\n",
      "  </subfield>\n",
      "  <subfield code=\"u\">\n",
      "   https://d-nb.info/provenance/plan#dnb\n",
      "  </subfield>\n",
      " </datafield>\n",
      " <datafield ind1=\"r\" ind2=\" \" tag=\"925\">\n",
      "  <subfield code=\"a\">\n",
      "   ro\n",
      "  </subfield>\n",
      "  <subfield code=\"a\">\n",
      "   rh\n",
      "  </subfield>\n",
      " </datafield>\n",
      "</record>\n",
      "\n"
     ]
    }
   ],
   "source": [
    "print(records[2].prettify()) #Funktion zur Umwandlung der Daten in der Variablen in einen Unicode string, um sie besser lesbar zu machen."
   ]
  },
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   "source": [
    "Um einen einzelnen anderen Datensatz aus der Variable “records“ anzuzeigen, wird die Nummer in eckigen Klammern entsprechend verändert. Bei dieser Zahl handelt es sich um den Index des jeweiligen Datensatzes, da hier ab 0 gezählt wird, befindet sich der 1. Datensatz also bei Index 0, der 3. entsprechend im Index „2“ (wie im obigen Beispiel). Nach diesem Schema kann man sich jeden beliebigen Datensatz der Variable einzeln anzeigen lassen. "
   ]
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  {
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   "metadata": {},
   "source": [
    "## Herangehensweise der Datenbereinigung"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2393f896-2055-415c-89f2-7523ef326c82",
   "metadata": {},
   "source": [
    "Für die Analyse des Publikationsdatums muss diese Information im Vorhinein aus den Daten extrahiert werden. Dafür werden alle Einträge einzeln durchsucht und  das Publikationsdatum aus dem Datafield 264 \\\\$c gezogen (Feldverzeichnis: https://www.dnb.de/marc21): "
   ]
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     "text": [
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      "2006\n",
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      "2005\n",
      "2005\n",
      "c 2005\n",
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      "[2004]\n",
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      "[2004]\n",
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      "2001\n",
      "2001\n",
      "N/A\n",
      "2000\n",
      "2000\n",
      "2000\n",
      "2000\n",
      "N/A\n",
      "2000\n",
      "2000\n",
      "N/A\n",
      "2000\n",
      "2000\n",
      "2000\n"
     ]
    }
   ],
   "source": [
    "#In der if-Schleife wird das Publikationsdatum ausgegeben. Falls in dem Feld 264 $c kein Datum gefunden wurde, wird (\"N/A\") ausgegeben: \n",
    "\n",
    "for record in records: \n",
    "    xml = ET.fromstring(str(record))\n",
    "    date1 = xml.xpath(\".//datafield[@tag = '264']/subfield[@code = 'c']\")\n",
    "    if date1:\n",
    "        print(date1[0].text)\n",
    "    else:\n",
    "        print(\"N/A\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0fbce56f-9bea-42af-ab31-d42a239a29e0",
   "metadata": {},
   "source": [
    "Es fällt auf, dass bereits beim dritten Record kein Datum gefunden wurde. \n",
    "Warum ist das so? Hierzu kann noch einmal Treffer Nr. 3 (also [2]) angezeigt werden: [Sprung zur beispielhaften Anzeige](#Beispielhafte-Anzeige-des-ersten-(0.)-Treffers.) \n",
    "\n",
    "\n",
    "Beim Nachschauen fällt auf, dass tatsächlich kein Datafield 264 \\\\$c existiert, dafür aber ein Publikationsdatum im Hochschulschriftenvermerk (Datafield 502 \\\\$a) zu finden ist. Daher wird der Code so angepasst, dass erst nachgeschaut wird, ob es ein entsprechendes 264-Feld gibt. Falls dies nicht existiert, wird nach dem Feld 502 gesucht. Erst wenn beide Felder nicht vorhanden sind, wird dann ein \"N/A\"-Eintrag vorgenommen:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "3fc9ef9a",
   "metadata": {
    "scrolled": true,
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2010\n",
      "2010\n",
      "Berlin, Techn. Univ., Diss., 2010\n",
      "München, Univ., Diss., 2010\n",
      "2010\n",
      "Ulm, Univ., Diss., 2010\n",
      "Passau, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "Bonn, Univ., Diss., 2009\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "Berlin, Techn. Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "Bonn, Univ., Diss., 2009\n",
      "Berlin, Techn. Univ., Diss., 2010\n",
      "Göttingen, Univ., Diss., 2002\n",
      "München, Univ., Diss., 2010\n",
      "Augsburg, Univ., Diss., 2010\n",
      "München, Univ., Diss., 2010\n",
      "Berlin, Techn. Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "Freiburg (Breisgau), Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "Kiel, Univ., Diss., 2010\n",
      "Tübingen, Univ., Diss., 2009\n",
      "Siegen, Univ., Diss., 2010\n",
      "Mannheim, Univ., Diss., 2010\n",
      "2010\n",
      "Kiel, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "Erlangen, Nürnberg, Diss., 2010\n",
      "2010\n",
      "Bonn, Univ., Diss., 2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "Mannheim, Univ., Diss., 2009\n",
      "2010\n",
      "2010\n",
      "Bamberg, Univ., Diss., 2009\n",
      "Würzburg, Univ., Diss., 2010\n",
      "Augsburg, Univ., Diss., 2010\n",
      "Bremen, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "Kiel, Univ., Diss., 2010\n",
      "Tübingen, Univ., Diss., 2010\n",
      "München, Univ., Diss., 2010\n",
      "Bonn, Univ., Diss., 2010\n",
      "2010\n",
      "Berlin, Techn. Univ., Diss., 2010\n",
      "Hamburg, Univ., Diss., 2010\n",
      "2010\n",
      "Gießen, Univ., Diss., 2010\n",
      "Regensburg, Univ., Diss., 2010\n",
      "Berlin, Techn. Univ., Diss., 2010\n",
      "Berlin, Techn. Univ., Diss., 2010\n",
      "2010\n",
      "Mannheim, Univ., Diss., 2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "Hohenheim, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "Magdeburg, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "Duisburg, Essen, Univ., Diss., 2010\n",
      "2010\n",
      "Jena, Univ., Diss., 2010\n",
      "Heidelberg, Univ., Diss., 2011\n",
      "Heidelberg, Univ., Diss., 2011\n",
      "2010\n",
      "Mannheim, Univ., Diss., 2010\n",
      "Erlangen, Nürnberg, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "Hamburg, Univ., Diss., 2008\n",
      "2010\n",
      "2010\n",
      "Greifswald, Univ., Diss., 2010\n",
      "Jena, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "Leipzig, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "München, Univ., Diss., 2009\n",
      "Hohenheim, Univ., Diss., 2010\n",
      "Göttingen, Univ., Diss., 2009\n",
      "Mannheim, Univ., Diss., 2009\n",
      "2010\n",
      "Kiel, Univ., Diss., 2011\n",
      "München, Univ., Diss., 2009\n",
      "2010\n",
      "2010\n",
      "Würzburg, Univ., Diss., 2010\n",
      "Hohenheim, Univ., Diss., 2010\n",
      "Eichstätt, Ingolstadt, Univ., Diss., 2010\n",
      "2010\n",
      "Konstanz, Univ., Diss., 2010\n",
      "München, Techn. Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "Erfurt, Univ., Diss., 2010\n",
      "Freiburg (Breisgau), Univ., Diss., 2010\n",
      "Berlin, Techn. Univ., Diss., 2010\n",
      "2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "Erlangen, Nürnberg, Univ., Diss., 2010\n",
      "Göttingen, Univ., Diss., 2010\n",
      "Kiel, Univ., Diss., 2010\n",
      "2010\n",
      "Münster (Westfalen), Univ., Diss., 2010\n",
      "Duisburg, Essen, Univ., Diss., 2010\n",
      "Paderborn, Univ., Diss., 2010\n",
      "Stuttgart, Univ., Diss., 2010\n",
      "2010\n",
      "Paderborn, Univ., Diss., 2010\n",
      "2010\n",
      "Passau, Univ., Diss., 2010\n",
      "2010\n",
      "Berlin, Techn. Univ., Diss., 2010\n",
      "Hamburg, Univ., Diss., 2007\n",
      "2010\n",
      "Berlin, Techn. Univ., Diss., 2010\n",
      "Hamburg, Univ., Diss., 2010\n",
      "Karlsruhe, Univ., Diss., 2010\n",
      "Frankfurt (Main), Univ., Diss., 2010\n",
      "Freiburg (Breisgau), Univ., Diss., 2010\n",
      "Mannheim, Univ., Diss., 2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "München, Univ., Diss., 2011\n",
      "Potsdam, Univ., Diss., 2011\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "Dortmund, Techn. Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "München, Techn. Univ., Diss., 2010\n",
      "2010\n",
      "Kiel, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "Passau, Univ., Diss., 2010\n",
      "München, Univ., Diss., 2010\n",
      "2010\n",
      "Heidelberg, Univ., Diss., 2011\n",
      "Mannheim, Univ., Diss., 2010\n",
      "Bonn, Univ., Diss., 2010\n",
      "Frankfurt (Main), Univ., Diss., 2010\n",
      "Mannheim, Univ., Diss., 2010\n",
      "Mannheim, Univ., Diss., 2009\n",
      "Mannheim, Univ., Diss., 2010\n",
      "Berlin, Humboldt-Univ., Diss., 2010\n",
      "Mannheim, Univ., Diss., 2009\n",
      "Hamburg, Univ., Diss., 2010\n",
      "Frankfurt (Main), Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "Mannheim, Univ., Diss., 2010\n",
      "Mannheim, Univ., Diss., 2009\n",
      "Bonn, Univ., Diss., 2010\n",
      "Kiel, Univ., Diss., 2010\n",
      "Dortmund, Techn. Univ., Diss., 2010\n",
      "München, Univ., Diss., 2010\n",
      "Berlin, Freie Univ., Diss., 2010\n",
      "Mannheim, Univ., Diss., 2010\n",
      "2010\n",
      "Frankfurt (Main), Univ., Diss., 2010\n",
      "2010\n",
      "Konstanz, Univ., Diss., 2010\n",
      "Bonn, Univ., Diss., 2010\n",
      "Heidelberg, Univ., Diss., 2011\n",
      "Kiel, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "Passau, Univ., Diss., 2007\n",
      "Cottbus, Techn. Univ., Diss., 2010\n",
      "Mannheim, Univ., Diss., 2010\n",
      "Bonn, Univ., Diss., 2009\n",
      "Kiel, Univ., Diss., 2010\n",
      "Bonn, Univ., Diss., 2010\n",
      "Dortmund, Techn. Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "Karlsruhe, Univ., Diss., 2010\n",
      "2010\n",
      "Bonn, Univ., Diss., 2010\n",
      "Erlangen, Nürnberg, Univ., Diss., 2010\n",
      "2010\n",
      "München, Univ., Diss., 2010\n",
      "Potsdam, Univ., Diss., 2010\n",
      "Bonn, Univ., Diss., 2010\n",
      "Freiburg (Breisgau), Univ., Diss., 2010\n",
      "Tübingen, Univ., Diss., 2011\n",
      "Würzburg, Univ., Diss., 2011\n",
      "München, Techn. Univ., Diss., 2010\n",
      "Bonn, Univ., Diss., 2010\n",
      "Bonn, Univ., Diss., 2010\n",
      "München, Univ., Diss., 2011\n",
      "München, Univ., Diss., 2010\n",
      "Konstanz, Univ., Diss., 2010\n",
      "Berlin, Humboldt-Univ., Diss., 2010\n",
      "Berlin, Techn. Univ., Diss., 2009\n",
      "2010\n",
      "Bielefeld, Univ., Diss., 2010\n",
      "Düsseldorf, Univ., Diss., 2010\n",
      "2010\n",
      "Stuttgart, Univ., Diss., 2010\n",
      "Freiburg (Breisgau), Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "Erlangen, Nürnberg, Univ., Diss., 2010\n",
      "2010\n",
      "Mannheim, Univ., Diss., 2010\n",
      "2010\n",
      "Konstanz, Univ., Diss., 2010\n",
      "Mannheim, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "Aachen, Techn. Hochsch., Diss., 2010\n",
      "2010\n",
      "Paderborn, Univ., Diss., 2010\n",
      "Augsburg, Univ., Diss. 2010\n",
      "Oldenburg, Univ., Diss., 2010\n",
      "Dresden, Techn. Univ., Diss., 2010\n",
      "2010\n",
      "Augsburg, Univ., Diss., 2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "Köln, Univ., Diss., 2010\n",
      "Heidelberg, Univ., Diss., 2010\n",
      "Berlin, Freie Univ., Diss., 2010\n",
      "München, Techn. Univ., Diss., 2010\n",
      "Duisburg, Essen, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "Konstanz, Univ., Diss., 2010\n",
      "Göttingen, Univ., Diss., 2010\n",
      "Bamberg, Univ., Diss., 2010\n",
      "Mannheim, Univ., Diss., 2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "Mannheim, Univ., Diss., 2010\n",
      "2010\n",
      "München, Techn. Univ., Diss., 2010\n",
      "Mannheim, Univ., Diss., 2010\n",
      "Regensburg, Univ., Diss., 2010\n",
      "Mannheim, Univ., Diss., 2010\n",
      "Bonn, Univ., Diss., 2010\n",
      "2010\n",
      "Duisburg, Essen, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "Tübingen, Univ., Diss., 2009\n",
      "2010\n",
      "2010\n",
      "Augsburg, Univ., Diss., 2010\n",
      "Düsseldorf, Univ., Diss., 2009\n",
      "Regensburg, Univ., Diss., 2010\n",
      "2010\n",
      "Oldenburg, Univ., Diss., 2010\n",
      "Hohenheim, Univ., Diss., 2010\n",
      "2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "München, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "Mannheim, Univ., Diss., 2011\n",
      "Bonn, Univ., Diss., 2010\n",
      "Berlin, Techn. Univ., Diss., 2010\n",
      "Bonn, Univ., Diss., 2010\n",
      "2010\n",
      "Bonn, Univ., Diss., 2010\n",
      "2010\n",
      "Mannheim, Univ., Diss., 2010\n",
      "2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "Berlin, Techn. Univ., Diss., 2010\n",
      "Berlin, Techn. Univ., Diss., 2009\n",
      "Bonn, Univ., Diss., 2009\n",
      "Bielefeld, Univ., Diss., 2010\n",
      "2010\n",
      "Rostock, Univ., Diss., 2010\n",
      "2010\n",
      "Dresden, Techn. Univ., Diss., 2010\n",
      "Rostock, Univ., Diss., 2010\n",
      "2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "Duisburg, Essen, Univ., Diss., 2010\n",
      "Bonn, Univ., Diss., 2010\n",
      "2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "2010\n",
      "2010\n",
      "Passau, Univ., Diss., 2010\n",
      "2010\n",
      "Göttingen, Univ., Diss., 2010\n",
      "Göttingen, Univ., Diss., 2010\n",
      "Bamberg, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "Köln, Univ., Diss., 2010\n",
      "Magdeburg, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "Bonn, Univ., Diss., 2010\n",
      "Bonn, Univ., Diss., 2010\n",
      "Dortmund, Techn. Univ., Diss., 2010\n",
      "Bielefeld, Univ., Diss., 2010\n",
      "Heidelberg, Univ., Diss., 2010\n",
      "Darmstadt, Techn. Univ., Diss., 2010\n",
      "Kiel, Univ., Diss., 2011\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "Hohenheim, Univ., Diss., 2010\n",
      "2010\n",
      "Kaiserslautern, Techn. Univ., Diss., 2010\n",
      "Berlin, Techn. Univ., Diss., 2010\n",
      "Kaiserslautern, Techn. Univ., Diss., 2010\n",
      "Konstanz, Univ., Diss., 2010\n",
      "Berlin, Freie Univ., Diss., 2010\n",
      "2010\n",
      "Hohenheim, Univ., Diss., 2010\n",
      "2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "2010\n",
      "2010\n",
      "Saarbrücken, Univ., Diss., 2009\n",
      "Münster (Westfalen), Univ., Diss., 2010\n",
      "Jena, Univ., Diss., 2010\n",
      "2010\n",
      "Kaiserslautern, Techn. Univ., Diss., 2010\n",
      "Berlin, Humboldt-Univ., Diss., 2010\n",
      "2010\n",
      "Bremen, Univ., Diss., 2010\n",
      "München, Techn. Univ., Diss., 2010\n",
      "München, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "Hohenheim, Univ., Diss., 2010\n",
      "Bonn, Univ., Diss., 2010\n",
      "Bonn, Univ., Diss., 2010\n",
      "Regensburg, Univ., Diss., 2010\n",
      "Mainz, Univ., Diss., 2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "Regensburg, Univ., Diss., 2010\n",
      "Göttingen, Univ., Diss., 2010\n",
      "2010\n",
      "Göttingen, Univ., Diss., 2010\n",
      "München, Univ., Diss., 2011\n",
      "Göttingen, Univ., Diss., 2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "2010\n",
      "Bamberg, Univ., Diss., 2010\n",
      "2010\n",
      "Mannheim, Univ., Diss., 2011\n",
      "Ulm, Univ., Diss., 2011\n",
      "Paderborn, Univ., Diss., 2010\n",
      "2010\n",
      "Ulm, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "München, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "Berlin, Techn. Univ., Diss., 2010\n",
      "Kiel, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "Hamburg, Univ., Diss., 2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "Dresden, Techn. Univ., Diss., 2010\n",
      "2010\n",
      "Konstanz, Univ., Diss., 2009\n",
      "Darmstadt, Techn. Univ., Diss., 2010\n",
      "2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "Frankfurt (Main), Univ., Diss., 2011\n",
      "2010\n",
      "2010\n",
      "Münster (Westfalen), Univ., Diss., 2010\n",
      "München, Techn. Univ., Diss., 2010\n",
      "2010\n",
      "Hamburg, Univ., Diss., 2010\n",
      "2010\n",
      "Berlin, Freie Univ., Diss., 2010\n",
      "Hohenheim, Univ., Diss., 2011\n",
      "Frankfurt (Oder), Univ., Diss., 2010\n",
      "Kaiserslautern, Techn. Univ., Diss., 2009\n",
      "Berlin, Humboldt-Univ., Diss., 2010\n",
      "2010\n",
      "Cottbus, Techn. Univ., Diss., 2010\n",
      "Magdeburg, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "Göttingen, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "Münster (Westfalen), Univ., Diss., 2010\n",
      "2010\n",
      "Berlin, Freie Univ., Diss., 2010\n",
      "2010\n",
      "Duisburg, Essen, Univ., Diss., 2010\n",
      "Mainz, Univ., Diss., 2010\n",
      "Köln, Univ., Diss., 2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "Tübingen, Univ., Diss., 2010\n",
      "Konstanz, Univ., Diss., 2010\n",
      "Konstanz, Univ., Diss., 2010\n",
      "Konstanz, Univ., Diss., 2010\n",
      "Konstanz, Univ., Diss., 2010\n",
      "Tübingen, Univ., Diss., 2010\n",
      "Konstanz, Univ., Diss., 2010\n",
      "Mannheim, Univ., Diss., 2010\n",
      "Tübingen, Univ., Diss., 2008\n",
      "2010\n",
      "Duisburg, Essen, Univ., Diss., 2010\n",
      "2010\n",
      "Dresden, Techn. Univ., Diss., 2010\n",
      "2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "Mannheim, Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "Kiel, Univ., Diss., 2010\n",
      "2010\n",
      "Potsdam, Univ., Diss., 2010\n",
      "2010\n",
      "Dresden, Techn. Univ., Diss., 2010\n",
      "2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "2010\n",
      "Bonn, Univ., Diss., 2010\n",
      "Karlsruher Inst. für Technologie, Diss., 2010\n",
      "Frankfurt (Main), Univ., Diss., 2010\n",
      "Siegen, Univ., Diss., 2010\n",
      "Dresden, Techn. Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "Hohenheim, Univ., Diss., 2010\n",
      "Berlin, Humboldt-Univ., Diss., 2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "Siegen, Univ., Diss., 2010\n",
      "2010\n",
      "Berlin, Technische Universtität Berlin, Diss., 2010\n",
      "2010\n",
      "2010\n",
      "2010\n",
      "Cottbus, Techn. Univ., Diss., 2010\n",
      "Bremen, Univ., Diss., 2010\n",
      "2010\n",
      "Göttingen, Univ., Diss., 2009\n",
      "2009\n",
      "Bielefeld, Univ., Diss., 2009\n",
      "Münster (Westfalen), Univ., Diss., 2009\n",
      "2009\n",
      "Bielefeld, Univ., Diss., 2009\n",
      "Kassel, Univ., Diss., 2008\n",
      "Osnabrück, Univ., Diss., 2009\n",
      "München, Univ., Diss., 2010\n",
      "2009\n",
      "2009\n",
      "München, Techn. Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "Berlin, Techn. Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "Karlsruhe, Univ., Diss., 2009\n",
      "2009\n",
      "Magdeburg, Univ., Diss., 2008\n",
      "Göttingen, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "Berlin, Techn. Univ., Diss., 2009\n",
      "Marburg, Univ., Diss., 2010\n",
      "Mannheim, Univ., Diss., 2009\n",
      "Freiburg (Breisgau), Univ., Diss., 2009\n",
      "2009\n",
      "Münster (Westfalen), Univ., Diss., 2009\n",
      "2009\n",
      "Hamburg, Univ., Diss., 2010\n",
      "München, Univ., Diss., 2010\n",
      "Eichstätt, Ingolstadt, Univ.,  Diss., 2009\n",
      "2009\n",
      "2009\n",
      "Karlsruhe, Univ., Diss., 2009\n",
      "Oldenburg, Univ., Diss., 2007\n",
      "Köln, Univ., Diss., 2009\n",
      "2009\n",
      "Berlin, Techn. Univ., Diss., 2009\n",
      "Köln, Univ., Diss., 2009\n",
      "2009\n",
      "Frankfurt (Main), Univ., Diss., 2009\n",
      "München, Univ., Diss., 2010\n",
      "Dresden, Techn. Univ., Diss., 2009\n",
      "Oldenburg, Univ., Diss., 2009\n",
      "2009\n",
      "Göttingen, Univ., Diss., 2009\n",
      "Tübingen, Univ., Diss., 2009\n",
      "Bonn, Univ., Diss., 2009\n",
      "Göttingen, Univ., Diss., 2010\n",
      "2009\n",
      "Hamburg, Univ., Diss., 2009\n",
      "Bonn, Univ., Diss., 2009\n",
      "2009\n",
      "Hamburg, Univ., Diss., 2009\n",
      "München, Univ., Diss., 2009\n",
      "Köln, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "München, Univ., Diss., 2010\n",
      "Bonn, Univ., Diss., 2008\n",
      "Mannheim, Univ., Diss., 2008\n",
      "Freiburg (Breisgau), Univ., Diss., 2010\n",
      "2009\n",
      "Münster (Westfalen), Univ., Diss., 2008\n",
      "2009\n",
      "Braunschweig, Techn. Univ., Diss., 2009\n",
      "Chemnitz, Techn. Univ., Diss., 2009\n",
      "Kaiserslautern, Techn. Univ., Diss., 2009\n",
      "Dresden, Techn. Univ., Diss., 2009\n",
      "2009\n",
      "Münster (Westfalen), Univ., Diss., 2009\n",
      "2009\n",
      "Dortmund, Techn. Univ., Diss., 2009\n",
      "Hamburg, Univ., Diss., 2009\n",
      "Erlangen, Nürnberg, Univ., Diss., 2009\n",
      "2009\n",
      "München, Techn. Univ., Diss., 2009\n",
      "Siegen, Univ., Diss., 2010\n",
      "Freiburg (Breisgau), Univ., Diss., 2009\n",
      "Göttingen, Univ., Diss., 2008\n",
      "2009\n",
      "2009\n",
      "München, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "Magdeburg, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "Siegen, Univ., Diss., 2009\n",
      "Bonn, Univ., Diss., 2009\n",
      "Erlangen, Nürnberg, Univ., Diss., 2009\n",
      "2009\n",
      "Berlin, Techn. Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "Münster (Westfalen), Univ., Diss., 2009\n",
      "Weimar, Bauhausuniv., Diss., 2009\n",
      "München, Techn. Univ., Diss., 2009\n",
      "2009\n",
      "Berlin, Techn. Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "Köln, Univ., Diss., 2009\n",
      "2009\n",
      "Münster (Westfalen), Univ., Diss., 2009\n",
      "Heidelberg, Univ., Diss., 2010\n",
      "Würzburg, Univ., Diss., 2009\n",
      "Bonn, Univ., Diss., 2008\n",
      "2009\n",
      "Stuttgart, Univ., Diss., 2009\n",
      "Koblenz, Landau (Pfalz), Univ., Diss., 2009\n",
      "Hohenheim, Univ., Diss., 2008\n",
      "Göttingen, Univ., Diss., 2009\n",
      "Oldenburg, Univ., Diss., 2009\n",
      "Hohenheim, Univ., Diss., 2009\n",
      "Konstanz, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "Tübingen, Univ., Diss., 2009\n",
      "Karlsruhe, Univ., Diss., 2009\n",
      "Regensburg, Univ., Diss., 2009\n",
      "Karlsruhe, Univ., Diss., 2009\n",
      "München, Univ., Diss., 2010\n",
      "2009\n",
      "2009\n",
      "Tübingen, Univ., Diss., 2009\n",
      "Dresden, Techn. Univ., Diss., 2009\n",
      "Göttingen, Univ., Diss., 2010\n",
      "Dortmund, Techn. Univ., Diss., 2009\n",
      "[2009]\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "Erlangen, Nürnberg, Univ., Diss., 2009\n",
      "München, Univ., Diss., 2009\n",
      "Berlin, Techn. Univ., Diss., 2009\n",
      "Mannheim, Univ., Diss., 2009\n",
      "Dresden, Techn. Univ., Diss., 2009\n",
      "Dresden, Techn. Univ., Diss., 2010\n",
      "2009\n",
      "Kassel, Univ., Diss., 2009\n",
      "Göttingen, Univ., Diss., 2009\n",
      "Berlin, Techn. Univ., Diss., 2009\n",
      "[2009]\n",
      "Dortmund, Techn. Univ., Diss., 2009\n",
      "Magdeburg, Univ., Diss., 2009\n",
      "Hohenheim, Univ., Diss., 2009\n",
      "Mainz, Univ., Diss., 2009\n",
      "Frankfurt (Main), Univ., Diss., 2010\n",
      "Münster (Westfalen), Univ., Diss., 2009\n",
      "2009\n",
      "Bonn, Univ., Diss., 2009\n",
      "Oldenburg, Univ., Diss., 2009\n",
      "Magdeburg, Univ., Diss., 2009\n",
      "München, Techn. Univ., Diss., 2009\n",
      "2009\n",
      "Hamburg, Univ., Diss., 2009\n",
      "Bonn, Univ., Diss., 2009\n",
      "2009\n",
      "Frankfurt (Main), Univ., Diss., 2009\n",
      "Berlin, Humboldt-Univ., Diss., 2009\n",
      "2009\n",
      "Mannheim, Univ., Diss., 2009\n",
      "Mannheim, Univ., Diss., 2009\n",
      "Bonn, Univ., Diss., 2009\n",
      "Konstanz, Univ., Diss., 2009\n",
      "Mannheim, Univ., Diss., 2009\n",
      "Bonn, Univ., Diss., 2009\n",
      "Mannheim, Univ., Diss., 2009\n",
      "Mannheim, Univ., Diss., 2009\n",
      "München, Univ., Diss., 2009\n",
      "Berlin, Techn. Univ., Diss., 2009\n",
      "München, Univ., Diss., 2010\n",
      "Berlin, Humboldt-Univ., Diss., 2009\n",
      "Mannheim, Univ., Diss., 2009\n",
      "Heidelberg, Univ., Diss., 2010\n",
      "München, Univ., Diss., 2009\n",
      "Berlin, Humboldt-Univ., Diss., 2009\n",
      "2009\n",
      "Bonn, Univ., Diss., 2009\n",
      "Dortmund, Techn. Univ., Diss., 2010\n",
      "2009\n",
      "Bonn, Univ., Diss., 2009\n",
      "Mannheim, Univ., Diss., 2008\n",
      "Berlin, Humboldt-Univ., Diss., 2009\n",
      "Bonn, Univ., Diss., 2009\n",
      "Mannheim, Univ., Diss., 2008\n",
      "München, Univ., Diss., 2010\n",
      "Bonn, Univ., Diss., 2009\n",
      "Berlin, Humboldt-Univ., Diss., 2009\n",
      "München, Univ., Diss., 2010\n",
      "München, Univ., Diss., 2010\n",
      "Dortmund, Techn. Univ., Diss., 2009\n",
      "Berlin, Humboldt-Univ., Diss., 2009\n",
      "Bonn, Univ., Diss., 2009\n",
      "Würzburg, Univ., Diss., 2010\n",
      "Mannheim, Univ., Diss., 2009\n",
      "Frankfurt (Oder), Univ., Diss., 2009\n",
      "München, Univ., Diss., 2009\n",
      "München, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "Mannheim, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "Hamburg, Univ., Diss., 2009\n",
      "München, Univ., Diss., 2009\n",
      "Tübingen, Univ., Diss., 2009\n",
      "Köln, Univ., Diss., 2009\n",
      "2009\n",
      "München, Univ., Diss., 2009\n",
      "Heidelberg, Univ., Diss., 2010\n",
      "2009\n",
      "München, Univ., Diss., 2010\n",
      "Berlin, Techn. Univ., Diss., 2009\n",
      "2009\n",
      "Freiburg (Breisgau), Univ., Diss., 2009\n",
      "München, Univ., Diss., 2009\n",
      "Konstanz, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "Konstanz, Univ., Diss., 2009\n",
      "Konstanz, Univ., Diss., 2008\n",
      "Greifswald, Univ., Diss., 2009\n",
      "Darmstadt, Techn. Univ., Diss., 2008\n",
      "Frankfurt (Main), Univ., Diss., 2010\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "Dortmund, Techn, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "Köln, Univ., Diss., 2009\n",
      "Stuttgart, Univ., Diss., 2009\n",
      "Bonn, Univ., Diss., 2008\n",
      "2009\n",
      "Ilmenau, Techn. Univ., Diss., 2009\n",
      "Heidelberg, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "Dresden, Techn. Univ., Diss., 2009\n",
      "Hamburg, Univ., Diss., 2009\n",
      "Karlsruhe, Univ., Diss., 2009\n",
      "2009\n",
      "Berlin, Techn. Univ., Diss., 2008\n",
      "2009\n",
      "München, Univ., Diss., 2009\n",
      "Freiburg (Breisgau), Univ., Diss., 2009\n",
      "Hamburg, Univ., Diss., 2009\n",
      "Greifswald, Univ., Diss., 2009\n",
      "Bonn, Univ., Diss., 2009\n",
      "Rostock, Univ., Diss., 2010\n",
      "Göttingen, Univ., Diss., 2009\n",
      "Tübingen, Univ., Diss., 2009\n",
      "Bielefeld, Univ., Diss., 2009\n",
      "Dresden, Techn. Univ., Diss., 2009\n",
      "Mannheim, Univ., Diss., 2009\n",
      "Gießen, Univ., Diss., 2009\n",
      "2009\n",
      "Freiberg (Sachsen), Techn. Univ., Diss., 2009\n",
      "2009\n",
      "Berlin, Humboldt-Univ., Diss., 2009\n",
      "Duisburg, Essen, Univ., Diss., 2009\n",
      "Aachen, Techn. Hochsch., Diss., 2009\n",
      "Tübingen, Univ., Diss., 2010\n",
      "Göttingen, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "Augsburg, Univ., Diss. 2009\n",
      "2009\n",
      "2009\n",
      "Köln, Univ., Diss., 2010\n",
      "2009\n",
      "Dortmund, Techn. Univ., Diss., 2009\n",
      "Dortmund, Techn. Univ., Diss., 2009\n",
      "Karlsruher Inst. für Technologie, Diss., 2009\n",
      "Freiburg (Breisgau), Univ., Diss., 2009\n",
      "Gießen, Univ., Diss., 2009\n",
      "Bonn, Univ., Diss., 2009\n",
      "Eichstätt, Ingolstadt, Univ., Diss., 2010\n",
      "Gießen, Univ., Diss., 2008\n",
      "Bayreuth, Univ., Diss., 2009\n",
      "Würzburg, Univ., Diss., 2009\n",
      "Tübingen, Univ., Diss., 2007\n",
      "2009\n",
      "Gießen, Univ., Diss., 2009\n",
      "Erlangen, Nürnberg, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "München, Techn. Univ., Diss., 2009\n",
      "Bayreuth, Univ., Diss., 2009\n",
      "2009\n",
      "Chemnitz, Techn. Univ., Diss., 2010\n",
      "Berlin, Humboldt-Univ., Diss., 2009\n",
      "Berlin, Techn. Univ., Diss., 2009\n",
      "Bremen, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "Passau, Univ., Diss., 2010\n",
      "Greifswald, Univ., Diss., 2009\n",
      "Hohenheim, Univ., Diss., 2008\n",
      "Erlangen, Nürnberg, Univ., Diss., 2009\n",
      "2009\n",
      "Dresden, Techn. Univ., Diss., 2009\n",
      "Berlin, Techn. Univ., Diss., 2009\n",
      "2009\n",
      "Dortmund, Techn. Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "Berlin, Humboldt-Univ., Diss., 2009\n",
      "Bonn, Univ., Diss., 2008\n",
      "2009\n",
      "Frankfurt (Main), Univ., Diss., 2009\n",
      "München, Univ., Diss., 2010\n",
      "2009\n",
      "Heidelberg, Univ., Diss., 2008\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "Karlsruher Inst. für Technologie, Diss., 2009\n",
      "Heidelberg, Univ., Diss., 2010\n",
      "Oldenburg, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "Paderborn, Univ., Diss., 2007\n",
      "Köln, Univ., Diss., 2009\n",
      "Hohenheim, Univ., Diss., 2009\n",
      "Bonn, Univ., Diss., 2009\n",
      "Bielefeld, Univ., Diss., 2010\n",
      "Chemnitz, Techn. Univ., Diss., 2009\n",
      "Erlangen, Nürnberg, Univ., Diss., 2009\n",
      "Bonn, Univ., Diss., 2009\n",
      "München, Techn. Univ., Diss., 2009\n",
      "2009\n",
      "Kaiserslautern, Techn. Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "Augsburg, Univ., Diss., 2008\n",
      "Berlin, Techn. Univ., Diss., 2009\n",
      "München, Univ., Diss., 2010\n",
      "2009\n",
      "2009\n",
      "[2009]\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "Oldenburg, Univ., Diss., 2009\n",
      "Dresden, Techn. Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "Ilmenau, Techn. Univ., Diss., 2008\n",
      "Erfurt, Univ., Diss., 2009\n",
      "2009\n",
      "Göttingen, Univ., Diss., 2009\n",
      "2009\n",
      "Karlsruhe, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "Mannheim, Univ., Diss., 2009\n",
      "Mannheim, Univ., Diss., 2009\n",
      "[2009]\n",
      "2009\n",
      "Osnabrück, Univ., Diss., 2009\n",
      "Dortmund, Techn. Univ., Diss., 2009\n",
      "Dresden, Techn. Univ., Diss., 2009\n",
      "Duisburg, Essen, Univ., Diss., 2009\n",
      "Tübingen, Univ., Diss., 2009\n",
      "2009\n",
      "Passau, Univ., Diss., 2009\n",
      "Hohenheim, Univ., Diss., 2008\n",
      "Wuppertal, Univ., Diss., 2009\n",
      "Jena, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "Würzburg, Univ., Diss., 2008\n",
      "2009\n",
      "Stuttgart, Univ., Diss., 2008\n",
      "Hohenheim, Univ., Diss., 2009\n",
      "2009\n",
      "Berlin, Humboldt-Univ., Diss., 2009\n",
      "Mannheim, Univ., Diss., 2009\n",
      "München, Techn. Univ., Diss., 2009\n",
      "Karlsruhe, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "Freiburg (Breisgau), Univ., Diss., 2009\n",
      "2009\n",
      "[2009]\n",
      "Erlangen, Nürnberg, Univ., Diss., 2009\n",
      "Stuttgart, Univ., Diss., 2010\n",
      "Aachen, Techn. Hochsch., Diss., 2009\n",
      "Bonn, Univ., Diss., 2009\n",
      "Hohenheim, Univ., Diss., 2009\n",
      "Göttingen, Univ., Diss., 2009\n",
      "Augsburg, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "Kaiserslautern, Techn. Univ., Diss., 2009\n",
      "München, Univ., Diss., 2009\n",
      "2009\n",
      "Berlin, Techn. Univ., Diss., 2008\n",
      "Hohenheim, Univ., Diss., 2008\n",
      "Frankfurt (Oder), Univ., Diss., 2009\n",
      "Erlangen, Nürnberg, Univ., Diss., 2009\n",
      "Mannheim, Univ., Diss., 2009\n",
      "2009\n",
      "[2009]\n",
      "Karlsruhe, Univ., Diss., 2009\n",
      "2009\n",
      "Darmstadt, Techn. Univ., Diss., 2008\n",
      "Frankfurt (Main), Univ., Diss., 2009\n",
      "Göttingen, Univ., Diss., 2010\n",
      "2009\n",
      "Hohenheim, Univ., Diss., 2008\n",
      "Berlin, Humboldt-Univ., Diss., 2009\n",
      "Köln, Univ., Diss., 2009\n",
      "2009\n",
      "Mannheim, Univ., Diss., 2009\n",
      "Oldenburg, Univ., Diss., 2009\n",
      "2009\n",
      "Cottbus, Techn. Univ., Diss., 2009\n",
      "2009\n",
      "Cottbus, Techn. Univ., Diss., 2009\n",
      "2009\n",
      "Dortmund, Techn. Univ., Diss., 2009\n",
      "Berlin, Humboldt-Univ., Diss., 2009\n",
      "München, Univ., Diss., 2010\n",
      "[2009]\n",
      "München, Univ., Diss., 2010\n",
      "München, Univ., Diss., 2010\n",
      "München, Univ., Diss., 2010\n",
      "München, Univ., Diss., 2009\n",
      "2009\n",
      "Berlin, Humboldt-Univ., Diss., 2009\n",
      "Berlin, Humboldt-Univ., Diss., 2009\n",
      "Würzburg, Univ., Diss., 2009\n",
      "Köln, Univ., Diss., 2009\n",
      "München, Univ., Diss., 2010\n",
      "Würzburg, Univ., Diss., 2009\n",
      "München, Univ., Diss., 2009\n",
      "Berlin, Techn. Univ., Diss., 2009\n",
      "Passau, Univ., Diss., 2009\n",
      "Düsseldorf, Univ., Diss., 2009\n",
      "Bonn, Univ., Diss., 2009\n",
      "Hohenheim, Univ., Diss., 2009\n",
      "Gießen, Univ., Diss., 2009\n",
      "Göttingen, Univ., Diss., 2009\n",
      "Köln, Univ., Diss., 2009\n",
      "2009\n",
      "Dortmund, Techn. Univ., Diss., 2009\n",
      "Siegen, Univ., Diss., 2009\n",
      "Hamburg, Univ., Diss., 2009\n",
      "Gießen, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "2009\n",
      "Duisburg, Essen, Univ., Diss., 2009\n",
      "Kaiserslautern, Techn. Univ., Diss., 2009\n",
      "Düsseldorf, Univ., Diss., 2010\n",
      "2009\n",
      "Bonn, Univ., Diss., 2009\n",
      "Augsburg, Univ., Diss., 2009\n",
      "Karlsruhe, Univ., Diss., 2009\n",
      "Münster (Westfalen), Univ., Diss., 2010\n",
      "Aachen, Techn. Hochsch., Diss., 2009\n",
      "München, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "Augsburg, Univ., Diss., 2009\n",
      "Göttingen, Univ., Diss., 2009\n",
      "Bamberg, Univ., Diss., 2009\n",
      "2009\n",
      "2009\n",
      "Würzburg, Univ., Diss., 2008\n",
      "Bonn, Univ., Diss., 2008\n",
      "Freiburg (Breisgau), Univ., Diss., 2008\n",
      "2008\n",
      "Potsdam, Univ., Diss., 2009\n",
      "2008\n",
      "Mannheim, Univ., Diss., 2008\n",
      "Bonn, Univ., Diss., 2008\n",
      "2008\n",
      "2008\n",
      "Würzburg, Univ., Diss., 2009\n",
      "2008\n",
      "Potsdam, Univ., Diss., 2008\n",
      "Berlin, Humboldt-Univ., Diss., 2008\n",
      "Hohenheim, Univ., Diss., 2008\n",
      "Regensburg, Univ., Diss., 2008\n",
      "2008\n",
      "Gießen, Univ., Diss., 2008\n",
      "2008\n",
      "Göttingen, Univ., Diss., 2008\n",
      "Göttingen, Univ., Diss., 2008\n",
      "Aachen, Techn. Hochsch., Diss., 2008\n",
      "2008\n",
      "2008\n",
      "Bielefeld, Univ., Diss., 2008\n",
      "Göttingen, Univ., Diss., 2008\n",
      "Duisburg, Essen, Univ., Diss., 2008\n",
      "2008\n",
      "Gießen, Univ., Diss., 2008\n",
      "München, Univ., Diss., 2008\n",
      "Freiburg (Breisgau), Univ., Diss., 2008\n",
      "Karlsruhe, Univ., Diss., 2007\n",
      "Rostock, Univ., Diss., 2009\n",
      "München, Techn. Univ., Diss., 2008\n",
      "Oldenburg, Univ., Diss., 2009\n",
      "2008\n",
      "Bielefeld, Univ., Diss., 2008\n",
      "Bielefeld, Univ., Diss., 2008\n",
      "2008\n",
      "München, Univ., Diss., 2009\n",
      "2008\n",
      "Dortmund, Techn. Univ., Diss., 2008\n",
      "Darmstadt, Techn. Univ., Diss., 2008\n",
      "2008\n",
      "Freiburg (Breisgau), Univ., Diss., 2008\n",
      "Jena, Univ., Diss., 2006\n",
      "2008\n",
      "2008\n",
      "2008\n",
      "Bonn, Univ., Diss., 2007\n",
      "Göttingen, Univ., Diss., 2008\n",
      "Kassel, Univ., Diss., 2008\n",
      "2008\n",
      "2008\n",
      "Berlin, Humboldt-Univ., Diss., 2008\n",
      "2008\n",
      "2008\n",
      "Göttingen, Univ., Diss., 2008\n",
      "München, Univ. der Bundeswehr, Diss., 2007\n",
      "Bonn, Univ., Diss., 2008\n",
      "Köln, Univ., Diss., 2008\n",
      "Karlsruhe, Univ., Diss., 2008\n",
      "2008\n",
      "Mannheim, Univ., Diss., 2008\n",
      "Göttingen, Univ., Diss., 2008\n",
      "Heidelberg, Univ., Diss., 2008\n",
      "Marburg, Univ., Diss., 2008\n",
      "Augsburg, Univ., Diss. 2009\n",
      "2008\n",
      "Freiberg (Sachsen), Techn. Univ., Diss., 2008\n",
      "Mannheim, Univ., Diss., 2007\n",
      "Konstanz, Univ., Diss., 2007\n",
      "2008\n",
      "Würzburg, Univ., Diss., 2007\n",
      "2008\n",
      "Mannheim, Univ., Diss., 2007\n",
      "Frankfurt (Main), Univ., Diss., 2007\n",
      "2008\n",
      "2008\n",
      "Trier, Univ., Diss., 2008\n",
      "2008\n",
      "2008\n",
      "Paderborn, Univ., Diss., 2010\n",
      "2008\n",
      "Berlin, Humboldt-Univ., Diss., 2008\n",
      "Göttingen, Univ., Diss., 2008\n",
      "2008\n",
      "Göttingen, Univ., Diss., 2008\n",
      "2008\n",
      "Hannover, Med. Hochsch., Diss., 2009\n",
      "2008\n",
      "Dortmund, Techn. Univ., Diss., 2008\n",
      "Hamburg, Univ., Diss., 2007\n",
      "2008\n",
      "Magdeburg, Univ., Diss., 2008\n",
      "2008\n",
      "2008\n",
      "2008\n",
      "2008\n",
      "Münster (Westfalen), Univ., Diss., 2009\n",
      "Hamburg, Univ., Diss., 2008\n",
      "2008\n",
      "Köln, Univ., Diss., 2008\n",
      "Eichstätt, Ingolstadt, Univ., Diss., 2006\n",
      "Tübingen, Univ., Diss., 2008\n",
      "Berlin, Humboldt-Univ., Diss., 2007\n",
      "2008\n",
      "2008\n",
      "Münster (Westfalen), Univ., Diss., 2008\n",
      "2008\n",
      "Berlin, Humboldt-Univ., Diss., 2008\n",
      "Göttingen, Univ., Diss., 2007\n",
      "Gießen, Univ., Diss., 2008\n",
      "Bonn, Univ., Diss., 2008\n",
      "Hamburg, Univ., Diss., 2008\n",
      "2008\n",
      "2008\n",
      "Dresden, Techn. Univ., Diss., 2008\n",
      "Göttingen, Univ., Diss., 2007\n",
      "München, Techn. Univ., Habil.-Schr., 2008\n",
      "Stuttgart, Univ., Diss., 2007\n",
      "Aachen, Techn. Hochsch., Diss., 2008\n",
      "Hamburg, Univ., Diss., 2006\n",
      "2008\n",
      "Berlin, Humboldt-Univ., Diss., 2005\n",
      "Hamburg, Univ., Diss., 2008\n",
      "2008\n",
      "2008\n",
      "Konstanz, Univ., Diss., 2008\n",
      "Münster (Westfalen), Univ., Diss., 2008\n",
      "Kassel, Univ., Diss., 2007\n",
      "München, Techn. Univ., Diss., 2008\n",
      "2008\n",
      "2008\n",
      "Dortmund, Techn. Univ., Diss., 2008\n",
      "Rostock, Univ., Diss., 2008\n",
      "2008\n",
      "2008\n",
      "2008\n",
      "Freiburg (Breisgau), Univ., Diss., 2008\n",
      "2008\n",
      "Osnabrück, Univ., Diss., 2007\n",
      "Köln, Univ., Diss., 2008\n",
      "Bonn, Univ., Diss., 2008\n",
      "Mannheim, Univ., Diss., 2008\n",
      "Frankfurt (Main), Univ., Diss., 2008\n",
      "2008\n",
      "Mannheim, Univ., Diss., 2008\n",
      "Mannheim, Univ., Diss., 2007\n",
      "Erlangen, Nürnberg, Univ., Diss., 2008\n",
      "Bonn, Univ., Diss., 2008\n",
      "Frankfurt (Main), Univ., Diss., 2008\n",
      "Bonn, Univ., Diss., 2008\n",
      "Berlin, Humboldt-Univ., Diss., 2008\n",
      "Mannheim, Univ., Diss., 2007\n",
      "Mannheim, Univ., Diss., 2007\n",
      "München, Univ., Diss., 2009\n",
      "Mannheim, Univ., Diss., 2007\n",
      "2008\n",
      "2008\n",
      "Bonn, Univ., Diss., 2007\n",
      "Bonn, Univ., Diss., 2008\n",
      "Bonn, Univ., Diss., 2008\n",
      "2008\n",
      "Frankfurt (Main), Univ., Diss., 2006\n",
      "München, Univ., Diss., 2008\n",
      "München, Univ., Diss., 2008\n",
      "2008\n",
      "2008\n",
      "2008\n",
      "Bonn, Univ., Diss., 2008\n",
      "2008\n",
      "Bonn, Univ., Diss., 2008\n",
      "Bonn, Univ., Diss., 2008\n",
      "Osnabrück, Univ., Diss., 2008\n",
      "Oldenburg, Univ., Diss., 2007\n",
      "Augsburg, Univ., Diss., 2008\n",
      "Berlin, Humboldt-Univ., Diss., 2008\n",
      "Hamburg, Univ., Diss., 2008\n",
      "München, Univ., Diss., 2009\n",
      "Bonn, Univ., Diss., 2008\n",
      "Konstanz, Univ., Diss., 2008\n",
      "Bonn, Univ., Diss., 2008\n",
      "Frankfurt (Main), Univ., Diss., 2008\n",
      "2008\n",
      "Düsseldorf, Univ., Diss., 2009\n",
      "München, Univ., Diss., 2008\n",
      "Potsdam, Univ., Diss., 2008\n",
      "2008\n",
      "2008\n",
      "Erlangen, Nürnberg, Univ., Diss., 2008\n",
      "Berlin, Humboldt-Univ., Diss., 2008\n",
      "Bonn, Univ., Diss., 2008\n",
      "Konstanz, Univ., Diss., 2008\n",
      "Berlin, Humboldt-Univ., Diss., 2008\n",
      "Osnabrück, Univ., Diss., 2008\n",
      "Köln, Univ., Diss., 2008\n",
      "Konstanz, Univ., Diss., 2008\n",
      "Konstanz, Univ., Diss., 2008\n",
      "Regensburg, Univ., Diss., 2008\n",
      "Cottbus, Techn. Univ., Diss., 2008\n",
      "2008\n",
      "Cottbus, Techn. Univ., Diss., 2008\n",
      "Cottbus, Techn. Univ., Diss., 2008\n",
      "Freiburg (Breisgau), Univ., Diss., 2008\n",
      "München, Univ., Diss., 2008\n",
      "2008\n",
      "München, Techn. Univ., Diss., 2008\n",
      "Tübingen, Univ., Diss., 2008\n",
      "Darmstadt, Techn. Univ., Diss., 2008\n",
      "Bielefeld, Univ., Diss., 2008\n",
      "Wuppertal, Univ., Diss., 2008\n",
      "Regensburg, Univ., Diss., 2008\n",
      "2008\n",
      "Berlin, Humboldt-Univ., Diss., 2008\n",
      "Kassel, Univ., Diss., 2008\n",
      "2008\n",
      "2008\n",
      "Kassel, Univ., Diss., 2007\n",
      "Freiburg (Breisgau), Univ., Diss., 2008\n",
      "Berlin, Techn. Univ., Diss., 2008\n",
      "München, Techn. Univ., Diss., 2008\n",
      "Rostock, Univ., Diss., 2008\n",
      "Köln, Univ., Diss., 2009\n",
      "2008\n",
      "2008\n",
      "Cottbus, Techn. Univ., Diss., 2008\n",
      "Passau, Univ., Diss., 2008\n",
      "Ulm, Univ., Diss., 2008\n",
      "2008\n",
      "2008\n",
      "2008\n",
      "Potsdam, Univ., Diss., 2008\n",
      "Jena, Univ., Diss., 2007\n",
      "Köln, Univ., Diss., 2008\n",
      "Göttingen, Univ., Diss., 2008\n",
      "Osnabrück, Univ., Diss., 2008\n",
      "Osnabrück, Univ., Diss., 2009\n",
      "2008\n",
      "Berlin, Techn. Univ., Diss., 2008\n",
      "München, Univ. der Bundeswehr, Diss., 2007\n",
      "Magdeburg, Univ., Diss., 2007\n",
      "Frankfurt (Main), Univ., Diss., 2007\n",
      "Köln, Univ., Diss., 2009\n",
      "2008\n",
      "Osnabrück, Univ., Diss., 2008\n",
      "Göttingen, Univ., Diss., 2007\n",
      "2008\n",
      "Berlin, Techn. Univ., Diss., 2005\n",
      "2008\n",
      "Göttingen, Univ., Diss., 2008\n",
      "Ulm, Univ., Diss., 2008\n",
      "2008\n",
      "Bremen, Univ., Diss., 2008\n",
      "2008\n",
      "Göttingen, Univ., Diss., 2008\n",
      "Kiel, Univ., Diss., 2009\n",
      "Tübingen, Univ., Diss., 2008\n",
      "Halle (Saale), Univ., Diss., 2008\n",
      "Regensburg, Univ., Diss., 2009\n",
      "Greifswald, Univ., Diss., 2009\n",
      "2008\n",
      "2008\n",
      "Ulm, Univ., Diss., 2008\n",
      "Bonn, Univ., Diss., 2008\n",
      "Halle (Saale), Univ., Diss., 2008\n",
      "Greifswald, Univ., Diss., 2009\n",
      "2008\n",
      "Karlsruhe, Univ., Diss., 2008\n",
      "Dortmund, Techn. Univ., Diss., 2009\n",
      "Köln, Univ., Diss., 2008\n",
      "Erlangen, Nürnberg, Univ., Diss., 2008\n",
      "2008\n",
      "München, Univ., Diss., 2008\n",
      "Münster (Westfalen), Univ., Diss., 2008\n",
      "Berlin, Humboldt-Univ., Diss., 2007\n",
      "2008\n",
      "Aachen, Techn. Hochsch., Diss., 2008\n",
      "Augsburg, Univ., Diss., 2007\n",
      "Bayreuth, Univ., Diss., 2008\n",
      "2008\n",
      "2008\n",
      "2008\n",
      "Duisburg, Essen, Univ., Diss., 2008\n",
      "Bonn, Univ., Diss., 2008\n",
      "Duisburg, Essen, Univ., Diss., 2008\n",
      "Mannheim, Univ., Diss., 2008\n",
      "München, Techn. Univ., Diss., 2008\n",
      "2008\n",
      "Bielefeld, Univ., Diss., 2008\n",
      "Dortmund, Techn. Univ., Diss., 2008\n",
      "Bielefeld, Univ., Diss., 2008\n",
      "Hamburg, Univ., Diss., 2008\n",
      "Cottbus, Techn. Univ., Diss., 2008\n",
      "Dortmund, Techn. Univ., Diss., 2008\n",
      "München, Techn. Univ., Diss., 2009\n",
      "2008\n",
      "Bremen, Univ., Diss., 2008\n",
      "Gießen, Univ., Diss., 2008\n",
      "Bremen, Univ., Diss., 2009\n",
      "Passau, Univ., Diss., 2008\n",
      "Würzburg, Univ., Diss., 2009\n",
      "Kaiserslautern, Techn. Univ., Diss., 2008\n",
      "Konstanz, Univ., Diss., 2008\n",
      "2008\n",
      "Karlsruhe, Univ., Diss., 2008\n",
      "Göttingen, Univ., Diss., 2008\n",
      "2008\n",
      "2008\n",
      "Frankfurt (Main), Univ., Diss., 2007\n",
      "München, Univ., Diss., 2009\n",
      "Dortmund, Techn. Univ., Diss., 2008\n",
      "2008\n",
      "Bamberg, Univ., Diss., 2009\n",
      "Dortmund, Techn. Univ., Diss., 2008\n",
      "Bonn, Univ., Diss., 2008\n",
      "2008\n",
      "Hagen, Fernuniv., Diss., 2008\n",
      "2008\n",
      "2008\n",
      "2008\n",
      "Tübingen, Univ., Diss., 2008\n",
      "Hamburg, Univ., Diss., 2008\n",
      "2008\n",
      "2008f idnn\n",
      "Göttingen, Univ., Diss., 2008\n",
      "Darmstadt, Techn. Univ., Diss., 2008\n",
      "Cottbus, Techn. Univ., Diss., 2008\n",
      "Düsseldorf, Univ., Diss., 2008\n",
      "Freiburg (Breisgau), Univ., Diss., 2008\n",
      "Berlin, Techn. Univ., Diss., 2008\n",
      "Mainz, Univ., Diss., 2008\n",
      "Konstanz, Univ., Diss., 2008\n",
      "Freiberg (Sachsen), Techn. Univ., Diss., 2008\n",
      "Dortmund, Techn. Univ., Diss., 2008\n",
      "Göttingen, Univ., Diss., 2007\n",
      "Erlangen, Nürnberg, Univ., Diss., 2008\n",
      "Augsburg, Univ., Diss., 2006\n",
      "Hamburg, Univ., Diss., 2008\n",
      "Köln, Univ., Diss., 2008\n",
      "2008\n",
      "Ulm, Univ., Diss., 2008\n",
      "Berlin, Techn. Univ., Diss., 2008\n",
      "2008\n",
      "Hamburg, Univ., Diss., 2008\n",
      "2008\n",
      "Göttingen, Univ., Diss., 2008\n",
      "Hamburg, Univ., Diss., 2008\n",
      "Würzburg, Univ., Diss., 2008\n",
      "2008\n",
      "Dortmund, Techn. Univ., Diss., 2008\n",
      "Berlin, Humboldt-Univ., Diss., 2008\n",
      "Hamburg, Univ., Diss., 2007\n",
      "Heidelberg, Univ., Diss., 2008\n",
      "Münster (Westfalen), Univ., Diss., 2008\n",
      "Mannheim, Univ., Diss., 2008\n",
      "Cottbus, Techn. Univ., Diss., 2008\n",
      "2008\n",
      "2008\n",
      "München, Univ., Diss., 2008\n",
      "Magdeburg, Univ., Diss., 2008\n",
      "Potsdam, Univ., Diss., 2009\n",
      "2008\n",
      "Cottbus, Techn. Univ., Diss., 2008\n",
      "Karlsruhe, Univ., Diss., 2008\n",
      "2008\n",
      "2008\n",
      "Freiburg (Breisgau), Univ., Diss., 2008\n",
      "2008\n",
      "2008\n",
      "Frankfurt (Main), Univ., Diss., 2008\n",
      "Frankfurt (Main), Univ., Diss., 2009\n",
      "2008\n",
      "Marburg, Univ., Diss., 2009\n",
      "Münster (Westfalen), Univ., Diss., 2009\n",
      "2008\n",
      "2008\n",
      "München, Univ., Diss., 2008\n",
      "Heidelberg, Univ., Diss., 2007\n",
      "München, Univ., Diss., 2008\n",
      "Magdeburg, Univ., Diss., 2008\n",
      "2008\n",
      "München, Techn. Univ., Diss., 2008\n",
      "2008\n",
      "Karlsruhe, Univ., Diss., 2007\n",
      "Bonn, Univ., Diss., 2008\n",
      "Mannheim, Univ., Diss., 2007\n",
      "Berlin, Techn. Univ., Diss., 2008\n",
      "Gießen, Univ., Diss., 2008\n",
      "Konstanz, Univ., Diss., 2008\n",
      "Bonn, Univ., Diss., 2008\n",
      "Regensburg, Univ., Diss., 2007\n",
      "München, Univ., Diss., 2008\n",
      "München, Univ., Diss., 2008\n",
      "Konstanz, Univ., Diss., 2006\n",
      "Konstanz, Univ., Diss., 2008\n",
      "Konstanz, Univ., Diss., 2008\n",
      "Passau, Univ., Diss., 2008\n",
      "Konstanz, Univ., Diss., 2008\n",
      "München, Univ., Diss., 2009\n",
      "Konstanz, Univ., Diss., 2008\n",
      "Göttingen, Univ., Diss., 2008\n",
      "Bonn, Univ., Diss., 2008\n",
      "Bonn, Univ., Diss., 2008\n",
      "Regensburg, Univ., Diss., 2008\n",
      "München, Univ., Diss., 2008\n",
      "Siegen, Univ., Diss., 2009\n",
      "2008\n",
      "Bremen, Univ., Diss., 2008\n",
      "2008\n",
      "Konstanz, Univ., Diss., 2007\n",
      "2008\n",
      "Kassel, Univ., Diss., 2008\n",
      "Rostock, Univ., Diss., 2008\n",
      "Chemnitz, Techn. Univ., Diss., 2008\n",
      "2008\n",
      "München, Techn. Univ., Diss., 2008\n",
      "Bamberg, Univ., Diss., 2007\n",
      "Osnabrück, Univ., Diss., 2009\n",
      "Karlsruhe, Univ., Diss., 2008\n",
      "Berlin, Techn. Univ., Diss., 2007\n",
      "Hamburg, Univ., Diss., 2008\n",
      "2008\n",
      "Bremen, Univ., Diss., 2008\n",
      "Frankfurt (Main), Univ., Diss., 2007\n",
      "2008\n",
      "Bremen, Univ., Diss., 2008\n",
      "Bonn, Univ., Diss., 2008\n",
      "Berlin, Humboldt-Univ., Diss., 2008\n",
      "2008\n",
      "Halle (Saale), Univ., Diss., 2008\n",
      "2008\n",
      "Göttingen, Univ., Diss., 2008\n",
      "2008\n",
      "Darmstadt, Techn. Univ., Diss., 2007\n",
      "Bielefeld, Univ., Diss., 2009\n",
      "2008\n",
      "Konstanz, Univ., Diss., 2008\n",
      "Halle (Saale), Univ., Diss., 2008\n",
      "Berlin, Techn. Univ., Diss., 2007\n",
      "Berlin, Humboldt-Univ., Diss., 2007\n",
      "2007\n",
      "2007\n",
      "Hohenheim, Univ., Diss., 2005\n",
      "2007\n",
      "Gießen, Univ., Diss., 2007\n",
      "2007\n",
      "Gießen, Univ., Habil.-Schr., 2006\n",
      "Karlsruhe, Univ., Diss., 2007\n",
      "2007\n",
      "Bremen, Univ., Diss., 2007\n",
      "Dortmund, Techn. Univ., Diss., 2007\n",
      "Hannover, Univ., Diss., 2007\n",
      "Bonn, Univ., Diss., 2007\n",
      "Potsdam, Univ., Diss., 2007\n",
      "2007\n",
      "Berlin, Humboldt-Univ., Diss., 2007\n",
      "2007\n",
      "Paderborn, Univ., Diss., 2008\n",
      "Tübingen, Univ., Diss., 2007\n",
      "Jena, Univ., Diss., 2007\n",
      "Mannheim, Univ., Diss., 2007\n",
      "2007\n",
      "2007\n",
      "Würzburg, Univ., Diss., 2007\n",
      "München, Techn. Univ., Diss., 2007\n",
      "Frankfurt (Main), Univ., Diss., 2008\n",
      "Regensburg, Univ., Diss., 2007\n",
      "Würzburg, Univ., Diss., 2007\n",
      "2007\n",
      "Bonn, Univ., Diss., 2007\n",
      "Bamberg, Univ., Diss., 2007\n",
      "2007\n",
      "Duisburg, Essen, Univ., Diss., 2007\n",
      "Bremen, Univ., Diss., 2008\n",
      "Hohenheim, Univ., Diss., 2007\n",
      "2007\n",
      "Jena, Univ., Diss., 2007\n",
      "2007\n",
      "Göttingen, Univ., Diss., 2008\n",
      "2007\n",
      "Bielefeld, Univ., Diss., 2007\n",
      "2007\n",
      "Darmstadt, Techn. Univ., Diss., 2007\n",
      "Dortmund, Techn. Univ., Diss., 2007\n",
      "Hamburg, Univ., Diss., 2007\n",
      "Kassel, Univ., Diss., 2005\n",
      "Hannover, Univ., Diss., 2007\n",
      "Berlin, Freie Univ., Diss., 2007\n",
      "2007\n",
      "Köln, Univ., Diss., 2008\n",
      "Ulm, Univ., Diss., 2007\n",
      "Trier, Univ., Diss., 2007\n",
      "Düsseldorf, Univ., Diss., 2007\n",
      "Lüneburg, Univ., Diss., 2007\n",
      "Hamburg, Univ., Diss., 2006\n",
      "Gießen, Univ., Diss., 2007\n",
      "2007\n",
      "Oldenburg, Univ., Diss., 2007\n",
      "2007\n",
      "Regensburg, Univ., Diss., 2006\n",
      "Trier, Univ., Diss., 2006\n",
      "Karlsruhe, Univ., Diss., 2007\n",
      "2007\n",
      "Dortmund, Techn. Univ., Diss., 2007\n",
      "Wuppertal, Univ., Diss., 2008\n",
      "Frankfurt (Main), Univ., Diss., 2007\n",
      "Hamburg, Univ., Diss., 2007\n",
      "2007\n",
      "München, Univ., Diss., 2007\n",
      "Augsburg, Univ., Diss., 2007\n",
      "Marburg, Univ., Diss., 2006\n",
      "2007\n",
      "Trier, Univ., Diss., 2007\n",
      "Karlsruhe, Univ., Diss., 2007\n",
      "2007\n",
      "Berlin, Techn. Univ., Diss., 2007\n",
      "München, Techn. Univ., Diss., 2007\n",
      "Augsburg, Univ., Diss., 2007\n",
      "Augsburg, Univ., Diss., 2006\n",
      "München, Techn. Univ., Diss., 2007\n",
      "Berlin, Freie Univ., Diss., 2005\n",
      "2007\n",
      "Duisburg, Essen, Univ., Diss., 2007\n",
      "Cottbus, Techn. Univ., Diss., 2007\n",
      "2007\n",
      "Bielefeld, Univ., Diss., 2007\n",
      "Köln, Univ., Diss., 2007\n",
      "Kassel, Univ., Diss., 2007\n",
      "Bonn, Univ., Diss., 2007\n",
      "Bonn, Univ., Diss., 2007\n",
      "Bonn, Univ., Diss., 2007\n",
      "Hannover, Univ., Diss., 2007\n",
      "Bonn, Univ., Diss., 2007\n",
      "Mannheim, Univ., Diss., 2006\n",
      "Bonn, Univ., Diss., 2007\n",
      "Göttingen, Univ., Diss., 2008\n",
      "2020\n",
      "Frankfurt (Oder), Europa-Univ., Diss., 2007\n",
      "Köln, Univ., Diss., 2007\n",
      "Eichstätt, Ingolstadt, Univ., Diss., 2007\n",
      "2007\n",
      "Passau, Univ., Diss., 2007\n",
      "2007\n",
      "2007\n",
      "Köln, Univ., Diss., 2007\n",
      "Berlin, Humboldt-Univ., Diss., 2007\n",
      "Augsburg, Univ., Diss., 2007\n",
      "Frankfurt (Main), Univ., Diss., 2007\n",
      "Berlin, Freie Univ., Diss., 2006\n",
      "Frankfurt (Oder), Univ., Diss., 2005\n",
      "Hannover, Univ., Diss., 2007\n",
      "Hannover, Univ., Diss., 2007\n",
      "Frankfurt (Main), Univ., Diss., 2007\n",
      "Halle (Saale), Univ., Diss., 2007\n",
      "Erfurt, Univ., Diss., 2007\n",
      "2007\n",
      "Ulm, Univ., Diss., 2007\n",
      "2007\n",
      "2007\n",
      "[2007]\n",
      "München, Techn. Univ., Diss., 2007\n",
      "2007\n",
      "Stuttgart, Univ., Diss., 2007\n",
      "Berlin, Freie Univ., Diss., 2007\n",
      "Berlin, Humboldt-Univ., Diss., 2007\n",
      "Berlin, Freie Univ., Diss., 2007\n",
      "Chemnitz, Techn. Univ., Diss., 2007\n",
      "2007\n",
      "München, Univ., Diss., 2007\n",
      "Mannheim, Univ., Diss., 2007\n",
      "Berlin, Humboldt-Univ., Diss., 2007\n",
      "München, Univ., Diss., 2007\n",
      "Berlin, Humboldt-Univ., Diss., 2007\n",
      "Göttingen, Univ., Diss., 2007\n",
      "Bielefeld, Univ., Diss., 2008\n",
      "Tübingen, Univ., Diss., 2007\n",
      "Bonn, Univ., Diss., 2007\n",
      "Bonn, Univ., Diss., 2007\n",
      "Frankfurt (Main), Univ., Diss., 2007\n",
      "Freiburg (Breisgau), Univ., Diss., 2007\n",
      "Dortmund, Techn. Univ., Diss., 2007\n",
      "Halle (Saale), Univ., Diss., 2007\n",
      "2007\n",
      "Köln, Univ., Diss., 2008\n",
      "2007\n",
      "2007\n",
      "Münster (Westfalen), Univ., Diss., 2007\n",
      "Frankfurt (Oder), Europa-Univ., Diss., 2008\n",
      "Tübingen, Univ., Diss., 2007\n",
      "München, Univ., Diss., 2007\n",
      "2007\n",
      "Münster (Westfalen), Univ., Diss., 2007\n",
      "München, Univ., Diss., 2008\n",
      "Kassel, Univ., Diss., 2007\n",
      "München, Univ., Diss., 2007\n",
      "Konstanz, Univ., Diss., 2007\n",
      "Konstanz, Univ., Diss., 2007\n",
      "Konstanz, Univ., Diss., 2007\n",
      "2007\n",
      "München, Univ., Diss., 2007\n",
      "Göttingen, Univ., Diss., 2007\n",
      "Darmstadt, Techn. Univ., Diss., 2007\n",
      "2007\n",
      "2007\n",
      "München, Univ., Diss., 2007\n",
      "Bonn, Univ., Diss., 2007\n",
      "Gießen, Univ., Diss., 2007\n",
      "Kassel, Univ., Diss., 2007\n",
      "Augsburg, Univ., Diss., 2005\n",
      "Düsseldorf, Univ., Diss., 2002\n",
      "Marburg, Univ., Diss., 2006\n",
      "München, Univ., Diss., 2007\n",
      "2007\n",
      "Chemnitz, Techn. Univ., Diss., 2007\n",
      "Bonn, Univ., Diss., 2007\n",
      "2007\n",
      "Augsburg, Univ., Diss., 2007\n",
      "2007\n",
      "Bonn, Univ., Diss., 2007\n",
      "2007\n",
      "Berlin, Humboldt-Univ., Diss., 2007\n",
      "Bochum, Univ., Diss., 2007\n",
      "Siegen, Univ., Diss., 2007\n",
      "Berlin, Techn. Univ., Diss., 2007\n",
      "2007\n",
      "Marburg, Univ., Diss., 2007\n",
      "2007\n",
      "2007\n",
      "Marburg, Univ., Diss., 2006\n",
      "Heidelberg, Univ., Diss., 2007\n",
      "Gießen, Univ., Diss., 2007\n",
      "Regensburg, Univ., Diss., 2007\n",
      "Bielefeld, Univ., Diss., 2007\n",
      "Heidelberg, Univ., Diss., 2007\n",
      "2007\n",
      "Heidelberg, Univ., Diss., 2007\n",
      "Duisburg, Essen, Univ., Diss., 2008\n",
      "Dortmund, Techn. Univ., Diss., 2007\n",
      "Tübingen, Univ., Diss., 2007\n",
      "Freiburg (Breisgau), Univ., Diss., 2007\n",
      "Freiburg (Breisgau), Univ., Diss., 2006\n",
      "2007\n",
      "2007\n",
      "Göttingen, Univ., Diss., 2007\n",
      "[2007]\n",
      "2007\n",
      "Augsburg, Univ., Diss., 2008\n",
      "Münster (Westfalen), Univ., Diss., 2007\n",
      "Potsdam, Univ., Diss., 2007\n",
      "Bonn, Univ., Diss., 2007\n",
      "Freiberg (Sachsen), Techn. Univ., Diss., 2008\n",
      "Karlsruhe, Univ., Diss., 2007\n",
      "Kassel, Univ., Diss., 2007\n",
      "Berlin, Techn. Univ., Diss., 2007\n",
      "Karlsruhe, Univ., Diss., 2007\n",
      "Dortmund, Techn. Univ., Diss., 2007\n",
      "Bonn, Univ., Diss., 2007\n",
      "Bonn, Univ., Diss., 2007\n",
      "Bonn, Univ., Diss., 2008\n",
      "München, Techn. Univ., Diss., 2007\n",
      "Osnabrück, Univ., Diss., 2006\n",
      "Stuttgart, Univ., Diss., 2007\n",
      "Bamberg, Univ., Diss., 2007\n",
      "Göttingen, Univ., Diss., 2007\n",
      "Heidelberg, Univ., Diss., 2007\n",
      "Bochum, Univ., Diss., 2007\n",
      "Regensburg, Univ., Diss., 2007\n",
      "2007\n",
      "2007\n",
      "2007\n",
      "Berlin, Techn. Univ., Diss., 2007\n",
      "Göttingen, Univ., Diss., 2006\n",
      "Aachen, Techn. Hochsch., Diss., 2007\n",
      "Kaiserslautern, Techn. Univ., Diss., 2007\n",
      "Freiburg (Breisgau), Univ., Diss., 2007\n",
      "München, Univ., Diss., 2007\n",
      "Köln, Univ., Diss., 2007\n",
      "2007\n",
      "Bonn, Univ., Diss., 2007\n",
      "München, Univ. der Bundeswehr, Diss., 2007\n",
      "Cottbus, Techn. Univ., Diss., 2007\n",
      "München, Techn. Univ., Diss., 2007\n",
      "Göttingen, Univ., Diss., 2006\n",
      "Dortmund, Techn. Univ., Diss., 2007\n",
      "Köln, Univ., Diss., 2007\n",
      "Kaiserslautern, Techn. Univ., Diss., 2006\n",
      "Berlin, Freie Univ., Diss., 2007\n",
      "München, Univ., Diss., 2007\n",
      "Wuppertal, Univ., Diss., 2007\n",
      "Augsburg, Univ., Diss., 2006\n",
      "Duisburg, Essen, Univ., Diss., 2007\n",
      "Hamburg, Univ., Diss., 2007\n",
      "Dortmund, Techn. Univ., Diss., 2007\n",
      "2007\n",
      "Mannheim, Univ., Diss., 2006\n",
      "Bremen, Univ., Diss., 2007\n",
      "Münster (Westfalen), Univ., Diss., 2009\n",
      "2007\n",
      "Berlin, Humboldt-Univ., Diss., 2007\n",
      "Rostock, Univ., Diss., 2008\n",
      "Potsdam, Univ., Diss., 2008\n",
      "Berlin, Humboldt-Univ., Diss., 2007\n",
      "Gießen, Univ., Diss., 2006\n",
      "Kassel, Univ., Diss., 2006\n",
      "2007\n",
      "2007\n",
      "Trier, Univ., Diss., 2007\n",
      "Mannheim, Univ., Diss., 2007\n",
      "Karlsruhe, Univ., Diss., 2007\n",
      "Berlin, Techn. Univ., Diss., 2007\n",
      "Potsdam, Univ., Diss., 2007\n",
      "2007\n",
      "Aachen, Techn. Hochsch., Diss., 2007\n",
      "Osnabrück, Univ., Diss., 2007\n",
      "Saarbrücken, Univ., Diss., 2007\n",
      "Göttingen, Univ., Diss., 2007\n",
      "Dresden, Techn. Univ., Diss., 2007\n",
      "Köln, Univ., Diss., 2007\n",
      "Hamburg, Univ., Diss., 2007\n",
      "2007\n",
      "Stuttgart, Univ., Diss., 2006\n",
      "Dortmund, Techn. Univ., Diss., 2007\n",
      "2007\n",
      "Kassel, Univ., Diss., 2006\n",
      "Potsdam, Univ., Diss., 2007\n",
      "2007\n",
      "Hohenheim, Univ., Diss., 2006\n",
      "Freiberg (Sachsen), Techn. Univ., 2007\n",
      "Göttingen, Univ., Diss., 2007\n",
      "Konstanz, Univ., Diss., 2006\n",
      "Halle (Saale), Univ., Diss., 2007\n",
      "Dresden, Techn. Univ., Diss., 2007\n",
      "München, Univ., Diss., 2007\n",
      "Halle (Saale), Univ., Diss., 2007\n",
      "Bayreuth, Univ., Diss., 2007\n",
      "Potsdam, Univ., Diss., 2008\n",
      "Köln, Univ., Diss., 2006\n",
      "Bayreuth, Univ., Diss., 2006\n",
      "Magdeburg, Univ., Diss., 2007\n",
      "Augsburg, Univ., Diss., 2006\n",
      "Berlin, Techn. Univ., Diss., 2007\n",
      "Dresden, Techn. Univ., Diss., 2007\n",
      "Duisburg, Essen, Univ., Diss., 2006\n",
      "Münster (Westfalen), Univ., Diss., 2007\n",
      "Bonn, Univ., Diss., 2008\n",
      "Stuttgart, Univ., Diss., 2007\n",
      "Kassel, Univ., Diss., 2007\n",
      "Osnabrück, Univ., Diss., 2007\n",
      "Bonn, Univ., Diss., 2007\n",
      " München, Univ., Diss., 2007\n",
      "Osnabrück, Univ., Diss., 2007\n",
      "München, Techn. Univ., Diss., 2007\n",
      "Dortmund, Techn. Univ., Diss., 2007\n",
      "2007\n",
      "Duisburg, Essen, Univ., Diss., 2008\n",
      "Hohenheim, Univ., Diss., 2007\n",
      "Köln, Univ., Diss., 2007\n",
      "Berlin, Techn. Univ., Diss., 2007\n",
      "Heidelberg, Univ., Diss., 2007\n",
      "Berlin, Freie Univ., Diss., 2007\n",
      "Göttingen, Univ., Diss., 2006\n",
      "Darmstadt, Techn. Univ., Diss., 2007\n",
      "München, Univ., Diss., 2007\n",
      "Bonn, Univ., Diss., 2007\n",
      "Konstanz, Univ., Diss., 2007\n",
      "Berlin, Freie Univ., Diss., 2007\n",
      "2007\n",
      "München, Univ., Diss., 2007\n",
      "Bielefeld, Univ., Diss., 2006\n",
      "Heidelberg, Univ,, Diss., 2006\n",
      "Hamburg, Univ., Diss., 2006\n",
      "München, Univ., Diss., 2007\n",
      "München, Univ., Diss., 2007\n",
      "München, Univ., Diss., 2007\n",
      "München, Univ., Diss., 2007\n",
      "Berlin, Humboldt-Univ., Diss., 2007\n",
      "München, Univ., Diss., 2007\n",
      "Ulm, Univ., Diss., 2007\n",
      "Berlin, Freie Univ., Diss., 2007\n",
      "Konstanz, Univ., Diss., 2006\n",
      "2007\n",
      "Köln, Univ., Diss., 2007\n",
      "Gießen, Univ., Diss., 2007\n",
      "Aachen, Techn. Hochsch., Diss., 2007\n",
      "München, Techn. Univ., Diss., 2007\n",
      "Oldenburg, Univ., Diss., 2007\n",
      "2007\n",
      "Berlin, Charité, Univ.-Med., Diss., 2007\n",
      "2007\n",
      "2007\n",
      "2007\n",
      "2007\n",
      "Dresden, Techn. Univ., Diss., 2007\n",
      "Frankfurt (Main), Univ., Diss., 2007\n",
      "Berlin, Freie Univ., Diss., 2007\n",
      "Freiburg (Breisgau), Univ., Diss., 2006\n",
      "Köln, Univ., Diss., 2007\n",
      "Paderborn, Univ., Diss., 2007\n",
      "Bonn, Univ., Diss., 2007\n",
      "Dresden, Techn. Univ., Diss., 2007\n",
      "2007\n",
      "Göttingen, Univ., Diss., 2007\n",
      "Bochum, Univ., Diss., 2007\n",
      "2007\n",
      "Hagen, Fernuniv., Diss., 2008\n",
      "2007\n",
      "Bonn, Univ., Diss., 2007\n",
      "Freiburg (Breisgau), Univ., Diss., 2006\n",
      "2006\n",
      "Bonn, Univ., Diss., 2006\n",
      "2006\n",
      "Berlin, Techn. Univ., Diss., 2006\n",
      "Bonn, Univ., Diss., 2006\n",
      "Trier, Univ., Diss., 2005\n",
      "Berlin, Freie Univ., Diss., 2005\n",
      "2006\n",
      "2006\n",
      "Göttingen, Univ., Diss., 2006\n",
      "Bochum, Univ., Diss., 2006\n",
      "2006\n",
      "Kiel, Univ., Diss., 2006\n",
      "Kiel, Univ., Diss., 2006\n",
      "2006\n",
      "Lüneburg, Univ., Diss., 2006\n",
      "2006\n",
      "Frankfurt (Main), Univ., Diss., 2006\n",
      "2006\n",
      "Göttingen, Univ., Diss., 2006\n",
      "Köln, Univ., Diss., 2006\n",
      "Dortmund, Techn. Univ., Diss., 2006\n",
      "Dresden, Techn. Univ., Diss., 2006\n",
      "2006\n",
      "Heidelberg, Univ., Diss., 2006\n",
      "Göttingen, Univ., Diss., 2006\n",
      "2006\n",
      "Dresden, Techn. Univ., Diss., 2007\n",
      "Bamberg, Univ., Diss., 2006\n",
      "2006\n",
      "Würzburg, Univ., Diss., 2006\n",
      "Paderborn, Univ., Diss., 2006\n",
      "München, Univ., Diss., 2006\n",
      "2006\n",
      "Bielefeld, Univ., Diss., 2006\n",
      "Berlin, Techn. Univ., Diss., 2006\n",
      "Darmstadt, Techn. Univ., Diss., 2006\n",
      "Cottbus, Techni. Univ., Diss., 2006\n",
      "Karlsruhe, Univ., Diss., 2006\n",
      "2006\n",
      "2006\n",
      "Bamberg, Univ., Diss., 2006\n",
      "München, Univ., Diss., 2006\n",
      "Karlsruhe, Univ., Diss., 2006\n",
      "2006\n",
      "Berlin, Techn. Univ., Diss., 2006\n",
      "Passau, Univ., Diss., 2006\n",
      "München, Univ., Diss., 2006\n",
      "Frankfurt (Oder), Europa-Univ., Diss., 2006\n",
      "München, Univ., Diss., 2006\n",
      "2006\n",
      "2006\n",
      "Konstanz, Univ., Diss., 2004\n",
      "München, Univ., Diss., 2006\n",
      "Mainz, Univ.t, Diss., 2005\n",
      "Frankfurt (Oder), Europa-Univ., Diss., 2006\n",
      "Würzburg, Univ., Diss., 2006\n",
      "2006\n",
      "2006\n",
      "Bonn, Univ., Diss., 2006\n",
      "Köln, Univ., Diss., 2005\n",
      "Kiel, Univ., Diss., 2006\n",
      "Tübingen, Univ., Diss., 2005\n",
      "Erlangen, Nürnberg, Univ., Diss., 2006\n",
      "Hamburg, Univ., Diss., 2006\n",
      "Oldenburg, Univ., Diss., 2006\n",
      "Marburg, Univ., Diss., 2006\n",
      "2006\n",
      "Berlin, Techn. Univ., Diss., 2006\n",
      "Freiburg (Breisgau), Univ., Diss., 2006\n",
      "Trier, Univ., Diss., 2006\n",
      "Köln, Univ., Diss., 2006\n",
      "Erlangen, Nürnberg, Univ., Diss., 2006\n",
      "Hagen, Fernuniv., Diss., 2006\n",
      "München, Techn. Univ., Diss., 2006\n",
      "Hamburg, Univ., Diss., 2005\n",
      "Cottbus, Techn. Univ., Diss., 2006\n",
      "München, Univ. der Bundeswehr, Diss., 2006\n",
      "2006\n",
      "2006\n",
      "2006\n",
      "Freiberg (Sachsen), Techn. Univ., Diss., 2006\n",
      "Heidelberg, Univ., Diss., 2006\n",
      "Frankfurt (Main), Univ., Diss., 1923\n",
      "Würzburg, Univ., Diss., 2006\n",
      "Göttingen, Univ., Diss., 2006\n",
      "Hohenheim, Univ., Diss., 2006\n",
      "Karlsruhe, Univ., Diss., 2006\n",
      "München, Techn. Univ., Diss., 2006\n",
      "Erlangen, Nürnberg, Univ., Diss., 2005\n",
      "Würzburg, Univ., Diss., 2006\n",
      "Hohenheim, Univ., Diss., 2006\n",
      "2006\n",
      "München, Techn. Univ., Diss., 2006\n",
      "Göttingen, Univ., Diss., 2006\n",
      "Kassel, Univ., Diss., 2006\n",
      "Berlin, Techn. Univ., Diss., 2006\n",
      "Heidelberg, Univ., Diss., 2006\n",
      "München, Techn. Univ., Diss., 2006\n",
      "2006\n",
      "Bielefeld, Univ., Diss., 2006\n",
      "München, Techn. Univ., Diss., 2006\n",
      "Freiberg (Sachsen), Techn. Univ., Diss., 2006\n",
      "Mannheim, Univ., Diss., 2006\n",
      "Berlin, Techn. Univ., Diss., 2006\n",
      "München, Univ. der Bundeswehr, Diss., 2006\n",
      "Freiberg (Sachsen), Techn. Univ., Diss., 2006\n",
      "Bremen, Univ., Diss., 2006\n",
      "München, Univ., Diss., 2007\n",
      "Bochum, Univ., Diss., 2006\n",
      "2006\n",
      "Bonn, Univ., Diss., 2006\n",
      "Göttingen, Univ., Diss., 2006\n",
      "Bonn, Univ., Diss., 2006\n",
      "Bonn, Univ., Diss., 2005\n",
      "Berlin, Techn. Univ., Diss., 2006\n",
      "Cottbus, Techn. Univ., Diss., 2006\n",
      "München, Univ., Diss., 2006\n",
      "Bonn, Univ., Diss., 2006\n",
      "Mannheim, Univ., Diss., 2005\n",
      "Mannheim, Univ., Diss., 2006\n",
      "München, Univ., Diss., 2006\n",
      "München, Univ., Diss., 2007\n",
      "Dortmund, Techn. Univ., Diss., 2006\n",
      "Berlin, Humboldt-Univ., Diss., 2006\n",
      "Berlin, Humboldt-Univ., Diss., 2006\n",
      "Mannheim, Univ., Diss., 2006\n",
      "Bonn, Univ., Diss., 2006\n",
      "Mannheim, Univ., Diss., 2006\n",
      "2006\n",
      "Heidelberg, Univ., Diss., 2006\n",
      "Mannheim, Univ., Diss., 2006\n",
      "Göttingen, Univ., Diss., 2006\n",
      "2006\n",
      "Göttingen, Univ., Diss., 2005\n",
      "2006\n",
      "Heidelberg, Univ., Diss., 2006\n",
      "Bamberg, Univ., Diss., 2005\n",
      "Berlin, Humboldt-Univ., Diss., 2007\n",
      "Chemnitz, Techn. Univ.,  Diss., 2007\n",
      "Dortmund, Techn. Univ., Diss., 2006\n",
      "Berlin, Freie Univ., Diss., 2006\n",
      "Oldenburg, Univ., Diss., 2006\n",
      "Berlin, Humboldt-Univ., Diss., 2006\n",
      "2006\n",
      "Göttingen, Univ., Diss., 2005\n",
      "Bielefeld, Univ., Diss., 2006\n",
      "Köln, Univ., Diss., 2006\n",
      "2006\n",
      "Erlangen, Nürnberg, Univ., Diss., 2006\n",
      "Bremen, Univ., Diss., 2006\n",
      "Tübingen, Univ., Diss., 2006\n",
      "Halle (Saale), Univ., Diss., 2006\n",
      "Münster (Westfalen), Univ., Diss., 2006\n",
      "Hannover, Univ., Diss., 2007\n",
      "Münster (Westfalen), Univ., Diss., 2006\n",
      "2006\n",
      "München, Univ., Diss., 2006\n",
      "Kiel, Univ., Diss., 2006\n",
      "2006\n",
      "2006\n",
      "2006\n",
      "Bielefeld, Univ., Diss., 2006\n",
      "Kaiserslautern, Techn. Univ., Diss., 2006\n",
      "Wuppertal, Univ., Diss., 2006\n",
      "[2006]\n",
      "2006\n",
      "Bremen, Univ., Diss., 2006\n",
      "Bielefeld, Univ., Diss., 2007\n",
      "Hannover, Univ., Diss., 2006\n",
      "Göttingen, Univ., Diss., 2005\n",
      "Mannheim, Univ., Diss., 2006\n",
      "Heidelberg, Univ., Diss., 2005\n",
      "Darmstadt, Techn. Univ., Diss., 2006\n",
      "2006\n",
      "Göttingen, Univ., Diss., 2006\n",
      "Düsseldorf, Univ., Diss., 2006\n",
      "2006\n",
      "Freiburg (Breisgau), Univ., Diss., 2005\n",
      "München, Techn.Univ., Diss., 2006\n",
      "2006\n",
      "Kiel, Univ., Diss., 2006\n",
      "Berlin, Freie Univ., Diss., 2005\n",
      "Siegen, Univ., Diss., 2004\n",
      "Köln, Univ., Diss., 2006\n",
      "Mannheim, Univ., Diss., 2004\n",
      "Hannover, Tierärztliche Hochsch., Diss., 2006\n",
      "Dresden, Techn. Univ., Diss., 2007\n",
      "2006\n",
      "2006\n",
      "Heidelberg, Univ., Diss., 2006\n",
      "München, Techn. Univ., Diss., 2006\n",
      "Augsburg, Univ., Diss., 2006\n",
      "Berlin, Freie Univ., Diss., 2006\n",
      "2006\n",
      "Kiel, Univ., Diss., 2006\n",
      "Bonn, Univ., Diss., 2006\n",
      "Osnabrück, Univ., Diss., 2005\n",
      "Gießen, Univ., Diss., 2006\n",
      "Halle (Saale), Univ., Diss., 2006\n",
      "München, Techn. Univ., Diss., 2006\n",
      "Oldenburg, Univ., Diss., 2006\n",
      "Heidelberg, Univ., Habil.-Schr., 2006\n",
      "Würzburg, Univ., Diss., 2006\n",
      "Hagen, Fernuniv., Diss., 2006\n",
      "2006\n",
      "Berlin, Techn. Univ., Diss., 2006\n",
      "Mannheim, Univ., Diss., 2006\n",
      "2006\n",
      "Freiburg (Breisgau), Univ., Diss., 2005\n",
      "Freiberg (Sachsen), Techn. Univ., Diss., 2006\n",
      "München, Techn. Univ., Diss., 2006\n",
      "Köln, Univ., Diss., 2007\n",
      "München, Techn. Univ., Diss., 2006\n",
      "Hannover, Univ., Diss., 2006\n",
      "München, Univ., Diss., 2006\n",
      "2006\n",
      "Hannover, Univ., Diss., 2006\n",
      "Marburg, Univ., Diss., 2006\n",
      "München, Univ., Diss., 2006\n",
      "Tübingen, Univ., Diss., 2006\n",
      "München, Techn. Univ., Diss., 2006\n",
      "Trier, Univ., Diss., 2006\n",
      "München, Univ., Diss., 2006\n",
      "2006\n",
      "Bochum, Univ., Diss., 2006\n",
      "Gießen, Univ., Diss., 2005\n",
      "2006\n",
      "Kiel, Univ., Diss., 2006\n",
      "Cottbus, Techn. Univ., Diss., 2006\n",
      "Siegen, Univ., Diss., 2006\n",
      "Kiel, Univ., Diss., 2006\n",
      "Aachen, Techn. Hochsch., Diss., 2006\n",
      "Berlin, Techn. Univ., Diss., 2006\n",
      "München, Univ., Diss., 2006\n",
      "Konstanz, Univ., Diss., 2006\n",
      "Dresden, Techn. Univ., Diss., 2006\n",
      "Hannover, Univ., Diss., 2005\n",
      "Dortmund, Techn. Univ., Diss., 2006\n",
      "2006\n",
      "Oldenburg, Univ., Diss., 2006\n",
      "Gießen, Univ., Diss., 2006\n",
      "2006\n",
      "Berlin, Humboldt-Univ., Diss., 2006\n",
      "Konstanz, Univ., Diss., 2005\n",
      "Göttingen, Univ., Diss., 2006\n",
      "Karlsruhe, Univ., Diss., 2006\n",
      "Kassel, Univ., Diss., 2006\n",
      "Freiburg (Breisgau), Univ., Diss., 2005\n",
      "München, Univ., Diss., 2006\n",
      "Potsdam, Univ., Diss., 2006\n",
      "München, Univ., Diss., 2006\n",
      "Dortmund, Techn. Univ., Diss., 2006\n",
      "Kaiserslautern, Techn. Univ., Diss., 2006\n",
      "Karlsruhe, Univ., Diss., 2006\n",
      "Bielefeld, Univ., Diss., 2006\n",
      "2006\n",
      "Münster (Westfalen), Univ., Diss., 2005\n",
      "Göttingen, Univ., Diss., 2006\n",
      "Hamburg, Univ., Diss., 2005\n",
      "Bonn, Univ., Diss., 2006\n",
      "Heidelberg, Univ., Diss., 2005\n",
      "Hamburg, Univ., Diss., 2006\n",
      "Cottbus, Techn. Univ., Diss., 2006\n",
      "München, Univ., Diss., 2006\n",
      "München, Techn. Univ., Diss., 2006\n",
      "Berlin, Humboldt-Univ., Diss., 2006\n",
      "2006\n",
      "Stuttgart, Univ., Diss., 2006\n",
      "2006\n",
      "Oldenburg, Univ., Diss., 2006\n",
      "Erfurt, Univ., Diss., 2005\n",
      "2006\n",
      "München, Univ., Diss., 2006\n",
      "Bonn, Univ., Diss., 2005\n",
      "Bonn, Univ., Diss., 2006\n",
      "Köln, Univ., Diss., 2007\n",
      "Konstanz, Univ., Diss., 2006\n",
      "Dresden, Techn. Univ., Diss., 2006\n",
      "2006\n",
      "Bonn, Univ., Diss., 2006\n",
      "Hamburg, Univ., Diss., 2005\n",
      "Erfurt, Univ., Diss., 2005\n",
      "2006\n",
      "Freiburg (Breisgau), Univ., Diss., 2005\n",
      "München, Techn. Univ., Diss., 2006\n",
      "Hamburg, Univ., Diss., 2006\n",
      "Wuppertal, Univ., Diss., 2006\n",
      "Hannover, Univ., Diss., 2006\n",
      "2006\n",
      "Karlsruhe, Univ., Diss., 2006\n",
      "Göttingen, Univ., Diss., 2006\n",
      "Marburg, Univ., Diss., 2006\n",
      "2006\n",
      "Gießen, Univ., Diss., 2006\n",
      "Bochum, Univ., Diss.,2006\n",
      "Paderborn, Univ., Diss., 2006\n",
      "Berlin, Techn. Univ., Diss., 2006\n",
      "Würzburg, Univ., Diss., 2005\n",
      "Berlin, Techn. Univ., Diss., 2006\n",
      "Frankfurt (Main), Univ., Diss., 1923\n",
      "2006\n",
      "Duisburg, Essen, Univ., Diss., 2006\n",
      "Freiburg (Breisgau), Univ., Diss., 2006\n",
      "München, Techn. Univ., Diss., 2006\n",
      "Göttingen, Univ., Diss., 2006\n",
      "2006\n",
      "Bayreuth, Univ., Diss., 2006\n",
      "2006\n",
      "Aachen, Techn. Hochsch., Diss., 2006\n",
      "2006\n",
      "2006\n",
      "2006\n",
      "Ulm, Univ., Diss., 2006\n",
      "Mannheim, Univ., Diss., 2006\n",
      "2006\n",
      "Berlin, Freie Univ., Diss., 2006\n",
      "2005\n",
      "Mannheim, Univ., Diss., 2005\n",
      "Karlsruhe, Univ., Diss., 2005\n",
      "Berlin, Techn. Univ., Diss., 2005\n",
      "Kiel, Univ., Diss., 2005\n",
      "2005\n",
      "Freiberg (Sachsen), Techn. Univ., Diss., 2005\n",
      "Oldenburg, Univ., Diss., 2005\n",
      "2005\n",
      "Frankfurt (Oder), Europa-Univ., Diss., 2004\n",
      "2005\n",
      "Trier, Univ., Diss., 2005\n",
      "Kassel, Univ., Diss., 2005\n",
      "Chemnitz, Techn. Univ., Diss., 2005\n",
      "2005\n",
      "2005\n",
      "Frankfurt (Oder), Europa-Univ., Diss., 2005\n",
      "2005\n",
      "Erlangen, Nürnberg, Univ., Diss., 2005\n",
      "Köln, Univ., Diss., 2005\n",
      "Berlin, Freie Univ., Diss., 2005\n",
      "Kiel, Univ., Diss., 2005\n",
      "Frankfurt (Oder), Europa-Univ., Diss., 2005\n",
      "Kassel, Univ., Diss., 2005\n",
      "Duisburg, Essen, Univ. Diss., 2005\n",
      "München, Techn. Univ., Diss., 2005\n",
      "München, Techn. Univ., Diss., 2005\n",
      "Ilmenau, Techn. Univ., Diss., 2005\n",
      "München, Techn. Univ., Diss., 2005\n",
      "München, Techn. Univ., Diss., 2005\n",
      "Heidelberg, Univ., Diss., 2004\n",
      "2005\n",
      "2005\n",
      "2005\n",
      "Mainz, Univ., Diss., 2005\n",
      "2005\n",
      "Dresden, Techn. Univ., Diss., 2005\n",
      "2005\n",
      "Dresden, Techn. Univ.,  Diss., 2005\n",
      "Potsdam, Univ., Diss., 2005\n",
      "Göttingen, Univ., Diss., 2005\n",
      "Mannheim, Univ., Diss., 2004\n",
      "Bamberg, Univ., Diss., 2004\n",
      "Freiburg (Breisgau), Univ., Diss., 2005\n",
      "Bremen, Univ., Diss., 2005\n",
      "Bremen, Univ., Diss., 2005\n",
      "Kaiserslautern, Techn. Univ., Diss., 2004\n",
      "Oldenburg, Univ., Diss., 2005\n",
      "Augsburg, Univ., Diss., 2005\n",
      "Bochum, Univ., Diss., 2005\n",
      "Aachen, Techn. Hochsch., Diss., 2005\n",
      "Köln, Univ., Diss., 2005\n",
      "München, Techn. Univ., Diss., 2005\n",
      "Braunschweig, Techn. Univ., Diss., 2005\n",
      "Köln, Univ., Diss., 2005\n",
      "Münster (Westfalen), Univ., Diss., 2005\n",
      "Lüneburg, Univ., Diss., 2005\n",
      "2005\n",
      "2005\n",
      "Erlangen, Nürnberg, Univ., Diss., 2005\n",
      "2005\n",
      "Duisburg, Essen, Univ., Diss., 2005\n",
      "Bonn, Univ., Diss., 2005\n",
      "Göttingen, Univ., Diss., 2005\n",
      "2005\n",
      "Hamburg, Univ., Diss., 2005\n",
      "Gießen, Univ., Habil.-Schr., 2004\n",
      "Passau, Univ., Diss., 2005\n",
      "Münster (Westfalen), Univ., Diss., 2005\n",
      "Erlangen, Nürnberg, Univ., Diss., 2005\n",
      "Berlin, Freie Univ., Diss., 2005\n",
      "Berlin, Freie Univ., Diss., 2003\n",
      "Bamberg, Univ., Diss., 2004\n",
      "Würzburg, Univ., Diss., 2005\n",
      "Bamberg, Univ., Diss., 2004\n",
      "Kassel, Univ., Diss., 2005\n",
      "Berlin, Freie Univ., Diss., 2005\n",
      "Siegen, Univ., Diss., 2004\n",
      "München, Univ., Diss., 2005\n",
      "Berlin, Freie Univ., Diss., 2003\n",
      "Hohenheim, Univ., Diss., 2005\n",
      "Berlin, Techn. Univ., Diss., 2005\n",
      "Münster (Westfalen), Univ., Diss., 2003\n",
      "Karlsruhe, Univ., Diss., 2005\n",
      "Aachen, Techn. Hochsch., Diss., 2005\n",
      "Karlsruhe, Univ., Diss., 2005\n",
      "Karlsruhe, Univ., Diss., 2005\n",
      "Frankfurt (Oder), Europa-Univ., Diss., 2004\n",
      "Bielefeld, Univ., Diss., 2005\n",
      "Gießen, Univ., Diss., 2005\n",
      "2005\n",
      "Kiel, Univ., Diss., 2006\n",
      "Hohenheim, Univ., Diss., 2005\n",
      "2005\n",
      "2005\n",
      "Bonn, Univ., Diss., 2005\n",
      "Dresden, Techn. Univ., Diss., 2005\n",
      "Würzburg, Univ., Diss., 2005\n",
      "Göttingen, Univ., Diss., 2003\n",
      "Bochum, Univ., Diss., 2005\n",
      "Wuppertal, Univ., Diss., 2005\n",
      "2005\n",
      "2005\n",
      "c 2005\n",
      "München, Univ., Diss., 2005\n",
      "Hamburg, Univ., Diss., 2004\n",
      "Berlin, Humboldt-Univ., Diss., 2005\n",
      "Mannheim, Univ., Diss., 2005\n",
      "München, Univ., Diss., 2006\n",
      "Tübingen, Univ., Diss., 2005\n",
      "München, Techn. Univ., Diss., 2005\n",
      "Bamberg, Univ., Diss., 2003\n",
      "Karlsruhe, Univ., Diss., 2005\n",
      "Tübingen, Univ., Diss., 2005\n",
      "Berlin, Humboldt-Univ., Diss., 2005\n",
      "Tübingen, Univ., Diss., 2005\n",
      "Konstanz, Univ., Diss., 2001\n",
      "Tübingen, Univ., Diss., 2005\n",
      "2005\n",
      "Heidelberg, Univ., Diss., 2005\n",
      "Bremen, Univ., Diss., 2004\n",
      "Dresden, Techn. Univ., Diss., 2005\n",
      "Hohenheim, Univ., Diss., 2004\n",
      "Kaiserslautern, Techn. Univ., Diss., 2005\n",
      "Hamburg, Univ., Diss., 2005\n",
      "Kiel, Univ., Diss., 2005\n",
      "Aachen, Techn. Hochsch., Diss., 2005\n",
      "Berlin, Techn. Univ., Diss., 2005\n",
      "Göttingen, Univ., Diss., 2004\n",
      "Potsdam, Univ., Diss., 2005\n",
      "Bonn, Univ., Diss., 2005\n",
      "Bonn, Univ., Diss., 2005\n",
      "Bonn, Univ., Diss., 2005\n",
      "2005\n",
      "2005\n",
      "Halle (Saale), Univ.,  Diss., 2005\n",
      "Heidelberg, Univ., Diss., 2005\n",
      "Münster (Westfalen), Univ., Diss., 2005\n",
      "2005\n",
      "2005\n",
      "Heidelberg, Univ., Diss., 2005\n",
      "Kassel, Univ., Diss., 2006\n",
      "Duisburg, Essen, Univ., Diss., 2005\n",
      "Hannover, Univ., Diss., 2005\n",
      "Lüneburg, Univ., Diss., 2005\n",
      "Trier, Univ., Diss., 2004\n",
      "Frankfurt (Oder), Europa-Univ., Diss., 2005\n",
      "Paderborn, Univ., Diss., 2006\n",
      "Hamburg, Univ., Diss., 2005\n",
      "Konstanz, Univ., Diss., 2005\n",
      "Gießen, Univ., Diss., 2005\n",
      "Göttingen, Univ., Diss., 2005\n",
      "Bamberg, Univ., Diss., 2005\n",
      "2005\n",
      "Berlin, Techn. Univ., Diss., 2005\n",
      "Heidelberg, Univ., Diss., 2004\n",
      "Duisburg, Essen, Univ., Diss., 2005\n",
      "Kassel, Univ., Diss., 2005\n",
      "Paderborn, Univ., Diss., 2005\n",
      "Augsburg, Univ., Diss., 2004\n",
      "2005\n",
      "Trier, Univ., Diss., 2005\n",
      "Berlin, Freie Univ., Diss., 2005\n",
      "2005\n",
      "Göttingen, Univ., Diss., 2005\n",
      "2005\n",
      "Mannheim, Univ., Diss., 2004\n",
      "Frankfurt (Main), Univ., Diss., 2005\n",
      "Kiel, Univ., Diss., 2005\n",
      "Göttingen, Univ., Diss., 2005\n",
      "München, Univ., Diss., 2005\n",
      "Erlangen, Nürnberg, Univ., Diss., 2005\n",
      "Bonn, Univ., Diss., 2005\n",
      "Potsdam, Univ., Diss., 2006\n",
      "2005\n",
      "2005\n",
      "Oldenburg, Univ., Diss., 2005\n",
      "München, Univ., Diss., 2005\n",
      "Berlin, Humboldt-Univ., Diss., 2005\n",
      "Darmstadt, Techn. Univ., Diss., 2005\n",
      "Potsdam, Univ., Diss., 2004\n",
      "2005\n",
      "Bremen, Univ., Diss., 2003\n",
      "2005\n",
      "2005\n",
      "Bonn, Univ., Diss., 2005\n",
      "Dortmund, Techn. Univ., Diss., 2006\n",
      "Marburg, Univ., Diss., 2005\n",
      "München, Techn. Univ., Diss., 2005\n",
      "Berlin, Techn. Univ., Diss., 2004\n",
      "Oldenburg, Univ., Diss., 2005\n",
      "Kaiserslautern, Techn. Univ., Diss., 2005\n",
      "Göttingen, Univ., Diss., 2005\n",
      "Hamburg, Univ., Diss., 2005\n",
      "Tübingen, Univ., Diss., 2004\n",
      "Bonn, Univ., Diss., 2006\n",
      "München, Univ., Diss., 2005\n",
      "Ulm, Univ., Diss., 2005\n",
      "Bamberg, Univ., Diss., 2002\n",
      "2005\n",
      "2005\n",
      "München, Techn. Univ., Diss., 2005\n",
      "Cottbus, Techn. Univ., Diss., 2004\n",
      "Münster (Westfalen), Univ., Diss., 2006\n",
      "Stuttgart, Univ., Diss., 2004\n",
      "2005\n",
      "2005\n",
      "Freiburg (Breisgau), Univ., Diss., 2004 und Padova, Università degli Studi, Diss., 2004\n",
      "Bayreuth, Univ., Diss., 2004\n",
      "Tübingen, Univ., Diss., 2005\n",
      "Tübingen, Univ., Diss., 2004\n",
      "2005\n",
      "Gießen, Univ., Diss., 2005\n",
      "Gießen, Univ., Diss., 2005\n",
      "2005\n",
      "Kaiserslautern, Techn. Univ., Diss., 2005\n",
      "2005\n",
      "Mannheim, Univ., Diss., 2004\n",
      "Karlsruhe, Univ., Diss., 2005\n",
      "Gießen, Univ., Diss., 2005\n",
      "Bremen, Univ., Diss., 2005\n",
      "Oldenburg, Univ., Diss., 2005\n",
      "2005\n",
      "Siegen, Univ., Diss., 2003\n",
      "Mannheim, Univ., Diss., 2005\n",
      "Paderborn, Univ., Diss., 2005\n",
      "Aachen, Techn. Hochsch., Diss., 2005\n",
      "Frankfurt (Main), Univ., Diss., 1996\n",
      "Mainz, Univ., Diss., 2005\n",
      "Osnabrück, Univ., Diss., 2006\n",
      "Cottbus, Techn. Univ., Diss., 2005\n",
      "Bamberg, Univ., Diss., 2001\n",
      "Kassel, Univ., Diss., 2005\n",
      "2005\n",
      "Paderborn, Univ., Diss., 2005\n",
      "Berlin, Freie Univ., Diss., 2004\n",
      "Würzburg, Univ., Diss., 2005\n",
      "2005\n",
      "Köln, Univ., Diss., 2005\n",
      "Osnabrück, Univ., Diss., 2005\n",
      "München, Univ., Diss., 2005\n",
      "Kassel, Univ., Diss., 2005\n",
      "München, Univ., Diss., 2005\n",
      "Konstanz, Univ., Diss., 2005\n",
      "München, Univ., Diss., 2005\n",
      "Freiburg (Breisgau), Univ., Diss., 2005\n",
      "Freiburg (Breisgau), Univ., Diss., 2005\n",
      "Frankfurt (Oder), Europa-Univ., Diss., 2004\n",
      "Köln, Univ., Diss., 2005\n",
      "Köln, Univ., Diss., 2005\n",
      "Bielefeld, Univ., Diss., 2005\n",
      "2005\n",
      "2005\n",
      "Münster (Westfalen), Univ., Diss., 2006\n",
      "Kiel, Univ., Diss., 2005\n",
      "Bamberg, Univ., Diss., 2002\n",
      "Bonn, Univ., Diss., 2005\n",
      "Heidelberg, Univ., Diss., 2004\n",
      "Karlsruhe, Univ., Diss., 2005\n",
      "Siegen, Univ., Diss., 2005\n",
      "2005\n",
      "2005\n",
      "2005\n",
      "Dortmund, Techn. Univ., Diss., 2005\n",
      "2005\n",
      "Berlin, Techn. Univ., Diss., 2004\n",
      "Hagen. Fernuniv., Diss., 2006\n",
      "Berlin, Techn. Univ., Diss., 2005\n",
      "Berlin, Humboldt-Univ., Diss., 2005\n",
      "Berlin, Techn. Univ., Diss., 2005\n",
      "Berlin, Freie Univ., Diss., 2005\n",
      "Stuttgart, Univ., Diss., 2005\n",
      "Trier, Univ., Diss., 2002\n",
      "Bremen, Univ., Diss., 2004\n",
      "Berlin, Humboldt-Univ., Diss., 2005\n",
      "Würzburg, Univ., Diss., 2004\n",
      "Berlin, Humboldt-Univ., Diss., 2004\n",
      "Trier, Univ., Diss., 2002\n",
      "Köln, Univ., Diss., 2004\n",
      "Heidelberg, Univ., Diss., 2004\n",
      " Berlin, Humboldt-Univ., Diss., 2004\n",
      "München, Techn. Univ., Diss., 2004\n",
      "2004\n",
      "Bonn, Univ., Diss., 2004\n",
      "Tübingen, Univ., Diss., 2002\n",
      "2004\n",
      "Würzburg, Univ., Diss., 2003\n",
      "Halle (Saale), Univ., Diss., 2004\n",
      "Würzburg, Univ., Diss., 2004\n",
      "Frankfurt (Main), Univ., Habil.-Schr., 2001\n",
      "Tübingen, Univ., Diss., 2004\n",
      "2004\n",
      "2004\n",
      "Göttingen, Univ., Diss., 2004\n",
      "Mannheim, Univ., Diss., 2003\n",
      "Marburg, Univ., Diss., 2004\n",
      "Heidelberg, Univ., Diss., 2003\n",
      "Passau, Univ., Diss., 2004\n",
      "Münster (Westfalen), Univ., Diss., 2004\n",
      "Regensburg, Univ., Diss., 2003\n",
      "Dresden, Techn. Univ., Diss., 2004\n",
      "Heidelberg, Univ., Diss., 2004\n",
      "2004\n",
      "Bochum, Univ., Diss., 2004\n",
      "München, Univ., Diss., 2004\n",
      "Mannheim, Univ., Diss., 2003\n",
      "Berlin, Techn. Univ., Diss., 2004\n",
      "Paderborn, Univ., Diss., 2004\n",
      "München, Univ., Diss., 2004\n",
      "Duisburg, Essen, Univ. Diss., 2004\n",
      "Trier, Univ., Diss., 2004\n",
      "Marburg, Univ., Diss., 2003\n",
      "2004\n",
      "Gießen, Univ., Diss., 2004\n",
      "Mannheim, Univ., Diss., 2004\n",
      "Heidelberg, Univ., Diss., 2003\n",
      "Kassel, Univ., Diss., 2005\n",
      "Hannover, Univ., Diss., 2004\n",
      "Berlin, Humboldt-Univ., Diss., 2004\n",
      "Bochum, Univ., Diss., 2004\n",
      "Bonn, Univ., Diss., 2004\n",
      "Jena, Univ., Diss., 2004\n",
      "Göttingen, Univ., Diss., 2004\n",
      "Siegen, Univ., Diss., 2004\n",
      "Berlin, Humboldt-Univ., Diss., 2004\n",
      "2004\n",
      "Trier, Univ., Diss., 1997\n",
      "Heidelberg, Univ., Diss., 2004\n",
      "Trier, Univ., Diss., 2002\n",
      "Freiburg (Breisgau), Univ., Diss., 2002\n",
      "2004\n",
      "2004\n",
      "Paderborn, Univ., Diss., 2004\n",
      "2004\n",
      "Duisburg, Essen, Univ. Diss., 2003\n",
      "Heidelberg, Univ., Diss., 2003\n",
      "Münster (Westfalen), Univ., Diss., 2004\n",
      "Köln, Univ.,, Diss., 2004\n",
      "Greifswald, Univ., Diss., 2004\n",
      "Duisburg, Essen, Univ., Diss., 2004\n",
      "Mannheim, Univ., Diss., 2003\n",
      "Duisburg, Essen, Univ., Diss., 2004\n",
      "Göttingen, Univ., Diss., 2003\n",
      "Trier, Univ., Diss., 2000\n",
      "Braunschweig, Techn. Univ., Diss., 2004\n",
      "2004\n",
      "Köln, Univ., Diss., 2004\n",
      "Bonn, Univ., Diss., 2004\n",
      "2004\n",
      "2004\n",
      "Siegen, Univ., Diss., 2004\n",
      "München, Techn. Univ., Diss., 2004\n",
      "Heidelberg, Univ., Diss., 2004\n",
      "2004\n",
      "Bochum, Univ., Diss., 2005\n",
      "Kiel, Univ., Diss., 2004\n",
      "2004\n",
      "Münster (Westfalen), Univ., Diss., 2004\n",
      "Regensburg, Univ., Diss., 2004\n",
      "Bochum, Univ., Diss., 2005\n",
      "2004\n",
      "München, Techn. Univ., Diss., 2004\n",
      "Mannheim, Univ., Diss., 2004\n",
      "Hamburg, Hamburger Univ. für Wirtschaft und Politik, Diss., 2004\n",
      "München, Univ., Diss., 2004\n",
      "München, Univ., Diss., 2004\n",
      "München, Univ., Diss., 2004\n",
      "München, Techn. Univ., Diss., 2004\n",
      "München, Univ., Diss., 2004\n",
      "Bielefeld, Univ., Diss., 2005\n",
      "Berlin, Freie Univ., Diss., 2004\n",
      "Gießen, Univ., Diss., 2004\n",
      "Münster (Westfalen), Univ., Diss., 2004\n",
      "Trier, Univ., Diss., 2001\n",
      "Halle (Saale), Univ., Diss., 2004\n",
      "Münster (Westfalen), Univ., Diss., 2004\n",
      "Köln, Univ., Diss., 2004\n",
      "Würzburg, Univ., Diss., 2004\n",
      "2004\n",
      "Kiel, Univ., Diss., 2004\n",
      "Trier, Univ., Diss., 2004\n",
      "Berlin, Freie Univ., Diss., 2004\n",
      "Potsdam, Univ., Diss., 2004\n",
      "2004\n",
      "München, Univ. der Bundeswehr, Diss., 2004\n",
      "Heidelberg, Univ., Diss., 2004\n",
      "München, Univ., Diss., 2004\n",
      "2004\n",
      "[2004]\n",
      "Frankfurt (Oder), Europa-Univ., Diss., 2004\n",
      "München, Techn. Univ., Diss., 2004\n",
      "2004\n",
      "Tübingen, Univ., Diss., 2003\n",
      "Freiburg (Breisgau), Univ., Diss., 2004\n",
      "Bremen, Univ., Diss., 2004\n",
      "Duisburg, Essen, Univ., Diss., 2003\n",
      "Duisburg, Essen, Univ., Diss., 2004\n",
      "Duisburg, Essen, Univ. Diss., 2004\n",
      "Ilmenau, Techn. Univ., Diss., 2004\n",
      "Trier, Univ., Diss., 2001\n",
      "Hannover, Univ., Diss., 2004\n",
      "2004\n",
      "Hamburg, Univ., Diss., 2004\n",
      "2004\n",
      "Hamburg, Hamburger Univ. für Wirtschaft und Politik, Diss., 2004\n",
      "Passau, Univ., Diss., 2004\n",
      "Oldenburg, Univ., Diss., 2004\n",
      "Kiel, Univ., Diss., 2004\n",
      "Berlin, Humboldt-Univ., Diss., 2004\n",
      "Tübingen, Univ., Diss., 2004\n",
      "Bielefeld, Univ., Diss., 2004\n",
      "Berlin, Techn. Univ., Diss., 2004\n",
      "Berlin, Techn. Univ., Diss., 2003\n",
      "Berlin, Techn. Univ., Diss., 2004\n",
      "München, Univ. der Bundeswehr, Diss., 2004\n",
      "Cottbus, Techn. Univ., Diss., 2004\n",
      "München, Univ. der Bundeswehr, Diss., 2004\n",
      "Trier, Univ., Diss., 2004\n",
      "Berlin, Freie Univ., Diss., 2004\n",
      "München, Univ., Diss., 2004\n",
      "2004\n",
      "Bremen, Univ., Diss., 2004\n",
      "Siegen, Univ., Habil.-Schr., 2004\n",
      "Heidelberg, Univ., Diss., 2004\n",
      "Freiberg (Sachsen), Techn. Univ., Diss., 2005\n",
      "Chemnitz, Techn. Univ., Diss., 2004\n",
      "Bonn, Univ., Diss., 2004\n",
      "Trier, Univ., Diss., 2000\n",
      "Tübingen, Univ., Diss., 2003\n",
      "Hannover, Univ., Diss., 2004\n",
      "Trier, Univ., Diss., 2001\n",
      "Hamburg, Univ., Diss., 2004\n",
      "Köln, Univ., Diss., 2004\n",
      "2004\n",
      "Paderborn, Univ., Diss., 2004\n",
      "Bielefeld, Univ., Diss., 2004\n",
      "2004\n",
      "Duisburg, Essen, Univ., Diss., 2004\n",
      "Münster (Westfalen), Univ., Diss., 2005\n",
      "Paderborn, Univ., Diss., 2004\n",
      "Freiburg (Breisgau), Univ., Diss., 2004\n",
      "Bonn, Univ., Diss., 2004\n",
      "Duisburg, Essen, Univ., Diss., 2003\n",
      "Freiberg (Sachsen), Techn. Univ., Diss., 2004\n",
      "Aachen, Techn. Hochsch., Diss., 2004\n",
      "Köln, Univ., Diss., 2004\n",
      "Münster (Westfalen), Univ., Diss., 2004\n",
      "2004\n",
      "2004\n",
      "Würzburg, Univ., Diss., 2004\n",
      "Freiburg (Breisgau), Univ., Diss., 2004\n",
      "2004\n",
      "Bonn, Univ., Diss., 2004\n",
      "Saarbrücken, Univ., Diss., 1998\n",
      "München, Techn. Univ., Diss., 2004\n",
      "Berlin, Freie Univ., Diss., 2004\n",
      "Berlin, Freie Univ., Diss., 2004\n",
      "2004\n",
      "Hohenheim, Univ., Diss., 2004\n",
      "Halle (Saale), Univ., Diss., 2004\n",
      "Ilmenau, Techn. Univ., Diss., 2004\n",
      "Köln, Univ., Diss., 2004\n",
      "Köln, Univ., Diss., 2004\n",
      "Marburg, Univ., Diss., 2003\n",
      "München, Techn. Univ., Diss., 2004\n",
      "Lüneburg, Univ., Diss., 2003\n",
      "Lüneburg, Univ., Diss., 2003\n",
      "2004\n",
      "Bremen, Univ., Diss., 2004\n",
      "München, Techn. Univ., Diss., 2004\n",
      "Bielefeld, Univ., Diss., 2004\n",
      "Tübingen, Univ., Diss., 2003\n",
      "Trier, Univ., Diss., 2001\n",
      "München, Univ., Diss., 2004\n",
      "Heidelberg, Univ., Diss., 2003\n",
      "München, Univ., Diss., 2004\n",
      "Kiel, Univ., Diss., 2003\n",
      "Darmstadt, Techn. Univ., Diss., 2004\n",
      "2004\n",
      "Berlin, Techn. Univ., Diss., 2004\n",
      "[2004]\n",
      "Chemnitz, Techn. Univ., Habil.-Schr., 2005\n",
      "Berlin, Freie Univ., Diss., 2004\n",
      "Berlin, Techn. Univ., Diss., 2004\n",
      "Freiburg (Breisgau), Univ., Diss., 2004\n",
      "Köln, Univ., Diss., 2004\n",
      "Darmstadt, Techn. Univ., Diss., 2004\n",
      "München, Techn. Univ., Diss., 2003\n",
      "Dresden, Techn. Univ., Diss., 2004\n",
      "2004\n",
      "Trier, Univ., Diss., 2002\n",
      "Kiel, Univ., Diss., 2004\n",
      "Dresden, Techn. Univ., Diss., 2004\n",
      "München, Univ., Diss., 2004\n",
      "Saarbrücken, Univ., Diss., 1999\n",
      "Freiburg (Breisgau), Univ., Diss., 2002\n",
      "2004\n",
      "Marburg, Univ., Diss., 2003\n",
      "2004\n",
      "Kassel, Univ., Diss., 2003\n",
      "Aachen, Techn. Hochsch., Diss., 2004\n",
      "Trier, Univ., Diss., 2003\n",
      "Passau, Univ., Diss., 2004\n",
      "2004\n",
      "2004\n",
      "Karlsruhe, Univ., Diss., 2005\n",
      "2004\n",
      "Gießen, Univ., Diss., 2004\n",
      "2003\n",
      "Darmstadt, Techn. Univ., Diss., 2003\n",
      "2003\n",
      "Dresden, Techn. Univ., Diss., 2004\n",
      "Chemnitz, Techn. Univ., Diss., 2003\n",
      "2003\n",
      "Lüneburg, Univ., Diss., 2002\n",
      "2003\n",
      "Freiburg (Breisgau), Univ., Diss., 2003\n",
      "2003\n",
      "Berlin, Techn. Univ., Diss., 2003\n",
      "Göttingen, Univ., Diss., 2003\n",
      "Aachen, Techn. Hochsch., Diss., 2003\n",
      "2003\n",
      "Aachen, Techn. Hochsch., Diss., 2003\n",
      "2003\n",
      "2003\n",
      "2003\n",
      "2003\n",
      "Oldenburg, Univ., Diss., 2003\n",
      "Tübingen, Univ., Diss., 2003\n",
      "2003\n",
      "2003\n",
      "Freiburg (Breisgau), Univ., Diss., 2003\n",
      "2003\n",
      "2003\n",
      "2003\n",
      "Mannheim, Univ., Diss., 2003\n",
      "Göttingen, Univ., Diss., 2003\n",
      "Münster (Westfalen), Univ., Diss., 2004\n",
      "2003\n",
      "2003\n",
      "2003\n",
      "2003\n",
      "2003\n",
      "Kassel, Univ., Diss., 2003\n",
      "2003\n",
      "Karlsruhe, Univ., Diss., 2003\n",
      "München, Univ., Diss., 2003\n",
      "Berlin, Humboldt-Univ., Berlin, Diss., 2003\n",
      "Göttingen, Univ., Diss., 2003\n",
      "2003\n",
      "Duisburg, Essen, Univ. Duisburg-Essen, Diss., 2003\n",
      "Kiel, Univ., Diss., 2003\n",
      "2003\n",
      "Karlsruhe, Univ., Diss., 2003\n",
      "Freiberg (Sachsen), Techn. Univ., Diss., 2003\n",
      "Tübingen, Univ., Diss., 2003\n",
      "2003\n",
      "Darmstadt, Techn. Univ., Diss., 2003\n",
      "Heidelberg, Univ., Diss., 2001\n",
      "2003\n",
      "Berlin, Humboldt-Univ., Diss., 2003\n",
      "Göttingen, Univ., Diss., 2003\n",
      "Göttingen, Univ., Diss., 2003\n",
      "Berlin, Humboldt-Univ., Diss., 2003\n",
      "Münster (Westfalen), Univ., Diss., 2003\n",
      "2003\n",
      "Karlsruhe, Univ., Diss., 2003\n",
      "Göttingen, Diss., 2002\n",
      "2003\n",
      "Würzburg, Univ., Diss., 2003\n",
      "München, Univ. der Bundeswehr, Diss., 2003\n",
      "2003\n",
      "2003\n",
      "2003\n",
      "Dortmund, Techn. Univ., Diss., 2003\n",
      "Mannheim, Univ., Diss., 2002\n",
      "2003\n",
      "Tübingen, Univ., Diss., 2002\n",
      "Hildesheim, Univ., Diss., 2003\n",
      "2003\n",
      "Göttingen, Univ., Diss., 2003\n",
      "Erfurt, Univ., Diss., 2003\n",
      "Bremen, Univ., Diss., 2003\n",
      "Dortmund, Univ., Diss., 2003\n",
      "2003\n",
      "München, Techn. Univ., Diss., 2003\n",
      "2003\n",
      "Karlsruhe, Univ., Diss., 2003\n",
      "München, Techn. Univ., Diss., 2003\n",
      "Karlsruhe, Univ., Diss., 2003\n",
      "Oldenburg, Univ., Diss., 2003\n",
      "2003\n",
      "Berlin, Humboldt-Univ., Diss., 2003\n",
      "2003\n",
      "2003\n",
      "Cottbus, Techn. Univ., Diss., 2003\n",
      "Heidelberg, Univ., Diss., 2002\n",
      "Oldenburg, Univ., Diss., 2003\n",
      "Wuppertal, Univ., Diss., 2003\n",
      "Hamburg, Univ., Diss., 2002\n",
      "2003\n",
      "Tübingen, Univ., Diss., 2002\n",
      "Halle (Saale), Univ., Diss., 2003\n",
      "2003\n",
      "Gießen, Univ., Diss., 2003\n",
      "Berlin, Techn. Univ., Diss., 2003\n",
      "Hohenheim, Univ., Diss., 2003\n",
      "Aachen, Techn. Hochsch., Diss., 2003\n",
      "Berlin, Freie Univ., Diss., 2003\n",
      "2003\n",
      "Bremen, Univ., Diss., 2003\n",
      "2003\n",
      "Bremen, Univ., Diss., 2003\n",
      "Bochum, Univ., Diss., 2003\n",
      "Hagen, FernUniv., Diss., 2003\n",
      "Wuppertal, Univ., Diss., 2003\n",
      "Hannover, Univ., Diss., 2003\n",
      "München, Techn. Univ., Diss., 2003\n",
      "Heidelberg, Univ., Diss., 2003\n",
      "Bochum, Univ., Diss., 2003\n",
      "Lüneburg, Univ., Diss., 2002\n",
      "2003\n",
      "2003\n",
      "Bonn, Univ., Diss., 2003\n",
      "Berlin, Humboldt-Univ., Diss., 2003\n",
      "Bochum, Univ., Diss., 2003\n",
      "2003\n",
      "2003\n",
      "2003\n",
      "2003\n",
      "Berlin, Freie Univ., Diss., 2003\n",
      "Karlsruhe, Univ., Diss., 2003\n",
      "2003\n",
      "2003\n",
      "2003\n",
      "2003\n",
      "2003\n",
      "2003\n",
      "Berlin, Freie Univ., Diss., 2003\n",
      "Kiel, Univ., Diss., 2003\n",
      "2002\n",
      "2002\n",
      "2002\n",
      "Duisburg, Essen, Univ. Duisburg-Essen,  Diss., 2003\n",
      "Bonn, Univ., Diss., 2002\n",
      "2002\n",
      "2002\n",
      "München, Techn. Univ., Diss., 2003\n",
      "2002\n",
      "Karlsruhe, Univ., Diss., 2002\n",
      "Lüneburg, Univ., Diss., 2002\n",
      "Osnabrück, Univ., Diss., 2003\n",
      "Passau, Univ., Diss., 2001\n",
      "Osnabrück, Univ., Diss., 2003\n",
      "Bielefeld, Univ., Habil.-Schr., 2002\n",
      "2002\n",
      "Weimar, Bauhausuniv., Diss., 2002\n",
      "2002\n",
      "Mannheim, Univ., Diss., 2002\n",
      "Bielefeld, Univ., Diss., 2002\n",
      "Freiberg (Sachsen), Techn. Univ., Diss., 2002\n",
      "Heidelberg, Univ., Diss., 2002\n",
      "Bochum, Univ., Diss., 2003\n",
      "2002\n",
      "Heidelberg, Univ., Diss., 2002\n",
      "Frankfurt (Main), Univ., Diss., 2002\n",
      "Darmstadt, Techn. Univ., Diss., 2002\n",
      "Osnabrück, Univ., Diss., 2002\n",
      "2002\n",
      "2002\n",
      "Bremen, Univ., Diss., 2002\n",
      "2002\n",
      "2002\n",
      "Heidelberg, Univ., Diss., 2002\n",
      "Mainz, Univ., Diss., 2003\n",
      "Oldenburg, Univ., Diss., 2002\n",
      "Göttingen, Univ., Diss., 2001\n",
      "Karlsruhe, Univ., Diss., 2002\n",
      "Dresden, Techn. Univ., Diss., 2003\n",
      "2002\n",
      "2002\n",
      "2002\n",
      "Hagen, Fernuniv., Diss., 2002\n",
      "Karlsruhe, Univ., Diss., 2001\n",
      "Duisburg, Univ., Diss., 2002\n",
      "2001\n",
      "Passau, Univ., Diss., 2001\n",
      "Frankfurt (Main), Univ., Diss., 2001\n",
      "2001\n",
      "Weimar, Bauhausuniv., Diss., 2003\n",
      "Karlsruhe, Univ., Diss., 2001\n",
      "2001\n",
      "2001\n",
      "Göttingen, Univ., Diss., 2001\n",
      "Karlsruhe, Univ., Diss., 2001\n",
      "2001\n",
      "Berlin, Techn. Univ., Diss., 2001\n",
      "Duisburg, Univ., Diss., 2001\n",
      "Karlsruhe, Univ., Diss., 2001\n",
      "Karlsruhe, Univ., Diss., 2001\n",
      "2001\n",
      "Berlin, Humboldt-Univ., Diss., 2001\n",
      "Magdeburg, Univ., Diss., 2001\n",
      "Kiel, Univ., Diss., 2001\n",
      "2001\n",
      "Kiel, Univ., Diss., 2001\n",
      "Hamburg, Univ., Diss., 2001\n",
      "Berlin, Freie Univ., Diss., 2006\n",
      "Berlin, Humboldt-Univ., Diss., 2001\n",
      "2001\n",
      "2001\n",
      "Frankfurt (Main), Univ., Diss., 2001\n",
      "2000\n",
      "2000\n",
      "2000\n",
      "2000\n",
      "Berlin, Technische Universtität Berlin, Diss., 2000\n",
      "2000\n",
      "2000\n",
      "Osnabrück, Univ., Diss., 2000\n",
      "2000\n",
      "2000\n",
      "2000\n"
     ]
    }
   ],
   "source": [
    "# Die Datafields 264 und 502 der XML-Datei werden durchsucht und jeweils in die Variablen 'date1' und 'date2' gespeichert:\n",
    "\n",
    "#Es wird mit einer for-Schleife durch die einzelnen Datensätze iteriert, innerhalb jedes Datensatzes \n",
    "#wird dann mit einer if-Funktion geprüft, ob ein Datum in Feld 264 oder 502 vorhanden ist:\n",
    "\n",
    "for record in records: \n",
    "    xml = ET.fromstring(str(record))\n",
    "    date1 = xml.xpath(\".//datafield[@tag = '264']/subfield[@code = 'c']\")\n",
    "    date2 = xml.xpath(\".//datafield[@tag = '502']/subfield[@code = 'a']\")\n",
    "    if date1:\n",
    "        print(date1[0].text)\n",
    "    elif date2: \n",
    "        print(date2[0].text)\n",
    "    else: #Falls dies nicht der Fall ist, wird \"N/A\" ausgegeben.\n",
    "        print(\"N/A\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "52f9a156-c2cf-4e30-9b23-28dd18ae9703",
   "metadata": {},
   "source": [
    "Nun gibt es zwar umfassend Einträge, allerdings teilweise mit viel Text. Interessant ist aber nur die Jahreszahl. Daher wird der Code noch einmal angepasst. Bei näherem Betrachten der extrahierten Daten fällt auf, dass in allen Feldern mit Hochschulschriftenvermerk die Jahreszahl der Publikation am Ende des Feldes steht. Es reicht daher, nur die jeweils letzten 4 Zeichen des Hochschulschriftenvermerkszu übernehmen, um das Publikationsdatum zu extrahieren. Der restliche Inhalt wird abgeschnitten, da für diese Fragestellung nicht weiter relevant."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "4cda2bd2",
   "metadata": {
    "scrolled": true,
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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     ]
    }
   ],
   "source": [
    "# Der Code wird aus der vorherigen Zelle übernommen. Es wird nur bei 'date 2' mithilfe des negativen Index die Zeichenbegrenzung hinzugefügt:\n",
    "\n",
    "for record in records: \n",
    "    xml = ET.fromstring(str(record))\n",
    "    date1 = xml.xpath(\".//datafield[@tag = '264']/subfield[@code = 'c']\")\n",
    "    date2 = xml.xpath(\".//datafield[@tag = '502']/subfield[@code = 'a']\")\n",
    "    if date1:\n",
    "        print(date1[0].text)\n",
    "    elif date2: \n",
    "        date2 = date2[0].text\n",
    "        date2 = date2[-4:]       # Hier wird die Eingrenzung auf die letzten 4 Zeichen des Textes vorgenommen\n",
    "        print(date2)\n",
    "    else:\n",
    "        print(\"N/A\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e03dc768-ec3b-43f0-bf34-a3137dc638f2",
   "metadata": {},
   "source": [
    "Zur Kontrolle kann noch einmal durch die Ergebnisse gescrollt werden, weil nun optisch alle Einträge deutlich herausstechen, die kürzer oder länger als vier Zahlen sind. \n",
    "\n",
    "Da es noch einige wenige Einträge in Feld 264 \\\\$c mit Jahreszahl in eckigen Klammern gibt, wird der Code nun noch einmal so angepasst, dass auch  alle [] entfernt werden:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "0d0d1e04",
   "metadata": {
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     ]
    }
   ],
   "source": [
    "# Der Code wird aus der vorherigen Zelle übernommen, es werden nur bei 'date 1' mithilfe der .strip()-Funktion die eckigen Klammern entfernt: \n",
    "\n",
    "for record in records: \n",
    "    xml = ET.fromstring(str(record))\n",
    "    date1 = xml.xpath(\".//datafield[@tag = '264']/subfield[@code = 'c']\")\n",
    "    date2 = xml.xpath(\".//datafield[@tag = '502']/subfield[@code = 'a']\")\n",
    "    if date1:\n",
    "        date1 = date1[0].text\n",
    "        date1 = date1.strip(\"[]\")   # Entfernen der eckigen Klammern\n",
    "        print(date1)\n",
    "    elif date2: \n",
    "        date2 = date2[0].text\n",
    "        date2 = date2[-4:]\n",
    "        print(date2)\n",
    "    else:\n",
    "        print(\"N/A\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b5e3f772-36bd-4d5c-b62c-0fed970d8d42",
   "metadata": {},
   "source": [
    "## Die fertige Funktion"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5b5e9e0e-34b4-473f-ad10-3d2fd4293787",
   "metadata": {},
   "source": [
    "Der Code wird mit allen Schritten der vorangegangenen Datenbereinigung in eine Funktion eingebettet und um weitere Informationen ergänzt. \n",
    "\n",
    "In der if-else-Schleife wird jeweils zusätzlich ausgegeben, in welchem Feld die Jahreszahl gefunden wurde. Wird sie direkt am Anfang in Feld 264 gefunden, wird eine weitere Variable \"source\" gesetzt und dort \"264\" eingetragen. Existiert dieses Feld nicht, aber ein Eintrag in Feld 502, wird in die Variable \"source\" der Wert 502 eingetragen. Wird keines der beiden Felder gefunden, wird \"N/A\" ausgegeben. Außerdem wird ein zusätzliches Feld \"controlfield\" mit der Nummer 001 ausgegeben, welches die Identifikationsnummer (IDN) des jeweiligen Datensatzes enthält. Über die IDN kann der Datensatz direkt im entsprechenden Katalog-Datensatz angesehen werden. Diese Schritte dienen vor allem der Nachvollziehbarkeit und der Fehlersuche, falls noch unerwartete Probleme auftreten sollten: "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "00d34ba4",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Extraktion der IDN, aus der XML-Datei für die spätere Tabelle: \n",
    "\n",
    "def get_data(record): \n",
    "        \n",
    "    xml = ET.fromstring(str(record))\n",
    "    \n",
    "    date1 = xml.xpath(\".//datafield[@tag = '264']/subfield[@code = 'c']\")\n",
    "    date2 = xml.xpath(\".//datafield[@tag = '502']/subfield[@code = 'a']\")\n",
    "    if date1:\n",
    "        date1 = date1[0].text\n",
    "        date = date1.strip(\"[]c 'f idnn'\")\n",
    "        source = \"264\"\n",
    "    elif date2:\n",
    "        date2 = date2[0].text\n",
    "        date = date2[-4:]\n",
    "        source = \"502\"\n",
    "    else:\n",
    "        date = \"N/A\"\n",
    "        source = \"N/A\"\n",
    "        \n",
    "        \n",
    "    idn = xml.xpath(\".//controlfield[@tag = '001']\")\n",
    "    if idn:\n",
    "        idn = idn[0].text\n",
    "    \n",
    "        \n",
    "    results = {\"date\":date, \"source\":source, \"idn\":idn} #results enthält die Parameter für das DataFrame im nächsten Schritt\n",
    "    \n",
    "    return results\n",
    "    \n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "64bc4758-bd6b-4fbc-bb30-2a95398c8c5f",
   "metadata": {},
   "source": [
    "Mit dem folgenden Code wird jeder Treffer / Record einzeln der Funktion übergeben und nach den entsprechenden Feldern durchsucht, bevor die Ergebnisse dann in eine tabellarische Darstellung übertragen werden: "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "ea08bbef",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>source</th>\n",
       "      <th>idn</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2010</td>\n",
       "      <td>264</td>\n",
       "      <td>1043718966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2010</td>\n",
       "      <td>264</td>\n",
       "      <td>1019902175</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2010</td>\n",
       "      <td>502</td>\n",
       "      <td>1012057232</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2010</td>\n",
       "      <td>502</td>\n",
       "      <td>1009567691</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2010</td>\n",
       "      <td>264</td>\n",
       "      <td>1045290823</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2823</th>\n",
       "      <td>2000</td>\n",
       "      <td>264</td>\n",
       "      <td>120766099X</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2824</th>\n",
       "      <td>2000</td>\n",
       "      <td>502</td>\n",
       "      <td>961697555</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2825</th>\n",
       "      <td>2000</td>\n",
       "      <td>264</td>\n",
       "      <td>1035450941</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2826</th>\n",
       "      <td>2000</td>\n",
       "      <td>264</td>\n",
       "      <td>1206191139</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2827</th>\n",
       "      <td>2000</td>\n",
       "      <td>264</td>\n",
       "      <td>995598835</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2828 rows × 3 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      date source         idn\n",
       "0     2010    264  1043718966\n",
       "1     2010    264  1019902175\n",
       "2     2010    502  1012057232\n",
       "3     2010    502  1009567691\n",
       "4     2010    264  1045290823\n",
       "...    ...    ...         ...\n",
       "2823  2000    264  120766099X\n",
       "2824  2000    502   961697555\n",
       "2825  2000    264  1035450941\n",
       "2826  2000    264  1206191139\n",
       "2827  2000    264   995598835\n",
       "\n",
       "[2828 rows x 3 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = [get_data(record) for record in records] #Mithilfe der Bibliothek Pandas werden die Daten in ein DataFrame übergeben, das anschließend ausgegeben wird.\n",
    "df = pd.DataFrame(data)\n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f1c60571-bf2d-45ec-9d83-2448ff99119e",
   "metadata": {},
   "source": [
    "Im Anschluss wird geprüft, ob sich noch Einträge mit \"N/A\" in der Tabelle befinden – dies sollte nicht der Fall sein:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "363af424",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>source</th>\n",
       "      <th>idn</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "Empty DataFrame\n",
       "Columns: [date, source, idn]\n",
       "Index: []"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.loc[df['date'] == \"N/A\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8fb739e9-d748-46c5-ba04-8c0266dcdfb4",
   "metadata": {},
   "source": [
    "Mit der folgenden Funktion kann außerdem noch überprüft werden, , ob es noch Einträge gibt, die länger als 4 Zeichen sind. Auch hier gilt, dass dies bei den gesuchten Jahreszahlen nicht der Fall sein sollte:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "e29e8007",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>source</th>\n",
       "      <th>idn</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "Empty DataFrame\n",
       "Columns: [date, source, idn]\n",
       "Index: []"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.query(\"date.str.len() > 4\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ce914c8b-9547-435b-9119-a78484178787",
   "metadata": {},
   "source": [
    "Die Tabelle kann als Excel-Datei ausgegeben werden: "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "bbb17884",
   "metadata": {},
   "outputs": [],
   "source": [
    "df.to_excel(\"dates.xlsx\", encoding=\"utf-8\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d39f970e-184a-4d28-92b8-40e9e0409c64",
   "metadata": {},
   "source": [
    "## Erstellen der Visualisierung "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7b206940-36fe-48de-82e7-17f001ed1830",
   "metadata": {},
   "source": [
    "Mithilfe des folgenden Codes wird die Häufigkeit der jeweiligen Jahreszahlen im Datensatz dargestellt. Dabei wird für jeden Eintrag ein \"Strich\" gezeichnet. Es handelt sich bei der Darstellung also um einen \"Stapel\" an Einträgen. Dies lässt sich auch optisch an den Streifen der Balken erkennen. Nachteil dieser Art der Anzeige ist dabei vor allem, dass das Mouseover entsprechend bei jedem Teil des Stapels als Anzahl/Count \"1\" anzeigt, auch wenn die Jahreszahl 2010 selbst insgesamt fast 500x im Datensatz vorkommt:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "7dfc09b6",
   "metadata": {},
   "outputs": [
    {
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       "                            \n",
       "var gd = document.getElementById('7f79a005-b8fd-473e-9c11-6b1f3b5486b6');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
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       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
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       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
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       "var outputEl = gd.closest('.output');\n",
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       "    x.observe(outputEl, {childList: true});\n",
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      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Mit der Bibliothek plotly können interaktive Graphen geplottet werden:\n",
    "import plotly.express as px\n",
    "\n",
    "fig = px.bar(df, x='date') #Mit px.bar() wird jede Zeile des übergebenen DataFrames in Form eines Balken dargestellt. Die Notation wird wie folgt übergeben: dataframe, x-Achse, y-Achse.\n",
    "fig.show() #Mit der Funktion .show() wird der fertige Graph angezeigt.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "988c1eb8-1cea-4d0e-bc71-ae4080d10724",
   "metadata": {},
   "source": [
    "Für eine graphisch schönere Ansicht wird die Anzeige in einem Histogramm gebündelt. So werden die Balken zusammengefasst und die Anzahl beim Mouseover passt sich ebenfalls an."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "0126dd8f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
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         "alignmentgroup": "True",
         "bingroup": "x",
         "hovertemplate": "date=%{x}<br>count=%{y}<extra></extra>",
         "legendgroup": "",
         "marker": {
          "color": "#636efa",
          "pattern": {
           "shape": ""
          }
         },
         "name": "",
         "offsetgroup": "",
         "orientation": "v",
         "showlegend": false,
         "type": "histogram",
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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Um ein Histogramm zu erstellen, wird statt der px.bar()-Funktion die px.histogram()-Funktion verwendet:\n",
    "\n",
    "fig2 = px.histogram(df, x=\"date\", barmode='group')\n",
    "fig2.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c34e1b54-4d64-4864-a5fc-13028a1aa196",
   "metadata": {},
   "source": [
    "Nun zeigt auch das Mouseover die Gesamtanzahl zur jeweiligen Jahreszahl. \n",
    "\n",
    "Die Anzeige kann nun noch auf- oder absteigend sortiert werden: "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "d8528d55",
   "metadata": {},
   "outputs": [
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vfu0baf2xb14WGBWB0kc/fnfafNk5rSuaugOnIlA67JCDWuFT8dMdOLmCKdaARhMgQIAAAQIECBAYVWD7A6vSIzubFTIde8xC2nCSgKld87vuWZ2efGpu1BaYyDgB00TYa9mogCnGPBMBUxEuPfzlr7RubXv8qWeWBUzdgVHB2b5K6fx3n7rs6qbid91XOAmYYg1oNAECBAgQIECAAIFRBQRMo8pVO+6qD7+aVpfM/QRM1dbC2ocTEDAN59W99NQHTEWAtO2+B5eem9QdKHX/vlfAtPGU45eeydQdMM0vLMYqYDQBAgQIECBAgAABAiMJ3P3ZhfT7f1juaqCRNlDBoJ/4l6vSu95ZLn35m+cX0y9dO1/BLKpd5a3X75NWry63jVvvmE+P/nmzPlP91L9Zld5+QrkallOwVC4Cq1c162q6XNza85j6gKnzAd2d+O3nMP3Pr/7VsiuaegVM7eczFb/rDpi+ufvl3GpqPgQIECBAgAABAgRmQuC++1elh/97sz4Qrvs/F9MpJ5cLxXa/kNL1HyuZ1GRU8WuunC99BdN/+s+r0hMNu0XuX5+4kH7sXzYrFMuoPbKeyuvWrsl6frlPbuoDpu4CdF/B5BlMubeo+REgQIAAAQIECBDoLeAWuTw7wy1yedbFrAYLuEVusFG/JWY+YPItcrEGMpoAAQIECBAgQIDApAQETJOS779dAVOedTGrwQICpsFGAqYOgV4P9d794kvp/E0fS4898XRryTtv3rT0zKXi35232W04cd3S85yK33nId6wBjSZAgAABAgQIECAwqoCAaVS5ascJmKr1tfbqBARMMduZu4IpxrX3aAHTuEWtjwABAgQIECBAgEA5AQFTOae6lxIw1S1ue+MSEDDFJAVMMT9XMAX9DCdAgAABAgQIECAwqoCAaVS5ascJmKr1tfbqBARMMVsBU8xPwBT0M5wAAQIECBAgQIDAqAICplHlqh0nYKrW19qrExAwxWwFTDE/AVPQz3ACBAgQIECAAAECowoImEaVq3acgKlaX2uvTkDAFLMVMMX8BExBP8MJECBAgAABAgQIjCogYBpVrtpxAqZqfa29OgEBU8xWwBTzEzAF/QwnQIAAAQIECBAgMKqAgGlUuWrHCZiq9bX26gQETDFbAVPMT8AU9DOcAAECBAgQIECAwKgCAqZR5aodJ2Cq1tfaqxMQMMVsBUwxPwFT0M9wAgQIECBAgAABAqMKCJhGlat2nICpWl9rr05AwBSzFTDF/ARMQT/DCRAgQIAAAQIECIwqIGAaVa7acQKman2tvToBAVPMVsAU8xMwBf0MJ0CAAAECBAgQIDCqgIBpVLlqxwmYqvW19uoEBEwxWwFTzE/AFPQznAABAgQIECBAgMCoAgKmUeWqHSdgqtbX2qsTEDDFbAVMMT8BU9DPcAIECBAgQIAAgWoE5hdS2vnHq6pZeYVrPeL/WExrD1gstQUBUymm2hcSMNVOboNjEhAwxSAFTDE/AVPQz3ACBAgQIECAAIFqBIqA6err9qlm5RWu9aIL5gVM/9t39wtz6aZbVleoXc2qBUzVuFpr9QICppixgCnmJ2AK+hlOgAABAgQIECBQjYCAqRrX6FqPPWYhbThpodRqBEylmGpf6G0nLKT1x5WrYe2Ts8GQgIApxJcETDE/AVPQz3ACBAgQIECAAIFqBARM1bhG1ypgWi541z2r05NPzUVZax0vYKqVu9aNCZhi3AKmmJ+AKehnOAECBAgQIECAQDUCAqZqXKNrFTAJmKI9ZHx1AgKmmK2AKeYnYAr6GU6AAAECBAgQIFCNgICpGtfoWgVMAqZoDxlfnYCAKWYrYIr5CZiCfoYTIECAAAECBAhUIyBgqsY1ulYBk4Ap2kPGVycgYIrZCphifgKmoJ/hBAgQIECAAAEC1QgImKpxja5VwCRgivaQ8dUJCJhitgKmmJ+AKehnOAECBAgQIECAQDUCAqZqXKNrFTAJmKI9ZHx1AgKmmK2AKeYnYAr6GU6AAAECBAgQIFCNgICpGtfoWgVMAqZoDxlfnYCAKWYrYIr5CZiCfoYTIECAAAECBAhUIyBgqsY1ulYBk4Ap2kPGVycgYIrZCphifgKmoJ/hBAgQIECAAAEC1QgImKpxja5VwCRgivaQ8dUJCJhitgKmmJ+AKehnOAECBAgQIECAQDUCAqZqXKNrFTAJmKI9ZHx1AgKmmK2AKeYnYAr6GU6AAAECBAgQIFCNgICpGtfoWgVMAqZoDxlfnYCAKWYrYIr5CZiCfoYTIECAAAECBAhUIyBgqsY1ulYBk4Ap2kPGVycgYIrZCphifgKmoJ/hBAgQIECAAAEC1QgImKpxja5VwCRgivaQ8dUJCJhitgKmmJ+AKehnOAECBAgQIECAQDUCAqZqXKNrFTAJmKI9ZHx1AgKmmK2AKeYnYAr6GU6AAAECBAgQmJTA178xN6lNh7b7+oMWS40XMJViqn0hAZOAqfams8HSAgKm0lQ9FxQwxfwETEE/wwkQIECAAAECkxLY8dCq9IUvrZrU5kfa7pFHLKYzTp8vNVbAVIqp9oUETAKm2pvOBksLCJhKUwmYYlS9R+967jtVrNY6CRAgQIAAAQIEKhYQMFUMPOLqL7pgPq09oNxVWtsfWJUe2dmskFDAJGAa8aVhWA0CAqYYsiuYYn6uYAr6GU6AAAECBAgQmJSAgGlS8v23K2Da47P7hbl00y2r8yxUn1ld9eFX0+qSud9d96xOTz7VrNtV33bCQlp/3ELj6mLCgwUETION+i0hYIr5CZiCfoYTIECAAAECBCYlIGCalLyAacNJ5cIJAVOePSpgyrMu45iVgCmmKGCK+QmYgn6GEyBAgAABAgQmJSBgmpS8gEnAtKcHXMGU5+twVmclYIpVfiYCpnvv35Gu2HrHktS1l56VTjt5/dK/d7/4Ujp/08fSY0883fp/d968KR1z9JFLv+8cv+HEdemaS96b1qzZt/V7z2CKNaDRBAgQIECAAIFJCQiYJiUvYBIwCZjyfPWZlYAp1gNTHzC9/PIr6dZf/Vx6z+lvT2v33y+1w6SLz9vYCpGK3195/afTurce1Qqdnnl2V7p8y+1p86az0+GHHpx2PvpkuvG2benWLRe2xt/4yW0t8YvP3ShgivWe0QQIECBAgACBiQoImCbKv+LGPYNpD41b5PLsUbfI5VmXccxKwBRTnPqAqZunV6D00Y/fnTZfdk4rQOr+fREoHXbIQUtXPHUHTq5gijWg0QQIECBAgACBSQkImCYl33+7AiYBU56duWdWAqbcKzT6/ARMo9sVI2cuYCquUHrfpTekzZef07qCqTswKlDaVymd/+5Tl13dVPyu+wonAVOsAY0mQIAAAQIECExKQMA0KXkBk1vk9vSAZzDl+Tqc1VkJmGKVrzRgKm5Hu/wjn0ofev+7Wrebdf4Uwc62+x5c9jyj2K70H935nKXOZzD1mkd3wLTxlOOXnsnUHTC98mq5b4Coct+smwABAgQIECBAYHiB3/29xfTb25v1Xu4tPzyXzntPue9/n59P6d9dOj88zIRHXPtLq9OBry03iXvuXUh/8NBiuYUzWerHj5tLp59WrobPPZ/SFb/cvBr+h62r0+rV5cBv+8xCeuzPm1XDd2xYlf7VT86V20FLNUpg333KvTYbtVM1TnZiAVMR1HTemlbXPnffAhe9gulvXvy7uqZuOwQIECBAgAABAmMUeHDHXPr8F5r1IfGfHLmY3n1GuQ/jRcD0S1c378PSpRctpNeuLVfoz22fS3/0SLNq+CPHLqZTN5Sr4fO7U9p6U/Nq+MtXLZQOmH71rrn0P55sVg3f/rbFdPz6cjUs18mWykXge/f/7lym0sh5TCxgKr6Z7eEvf6W2K5g6q1Ns+6tf+0brQd3dQZdnMDWyj02aAAECBAgQIDC0gFvkhiarZYBnMO1h9pDvWlpu6I14BtPQZI0Z4Ba5WKkqCZjazzna9c3nVpzdwa87MH1i6wf3unUutjt7jy5ujfvMPZ9PxfOU1qzZd+lb5Irb3opvjfMtcuMWtz4CBAgQIECAQDMEBEx51knAJGDKszP3zErAlHuFRp+fgGl0u2JkJQFTe0r9nsEUm/Zwo4tnKt1x1/alQZ3PYCr+Z+fzmYp/33nzpqVnLhX/Lq54umLrHa3xG05ct+yqKw/5Hq4WliZAgAABAgQI5CIgYMqlEsvnIWASMOXZmQKm3OsyjvkJmGKKlQZMsak1Y7SAqRl1MksCBAgQIECAQLeAgCnPnhAwCZjy7EwBU+51Gcf8BEwxRQFTzC8JmIKAhhMgQIAAAQIEJiQgYJoQ/IDNCpgETHl2poAp97qMY34Cpphi5QFT9+1nndN9y5vemG7dcmFau/9+sb2Y4GgB0wTxbZoAAQIECBAgEBAQMAXwKhwqYBIwVdheY1m1ZzCNhTHLlQiYYmWpPGAqnn9U/BTf2DaNPwKmaayqfSJAgAABAgRmQUDAlGeVBUwCpjw7c8+sBEy5V2j0+QmYRrcrRlYaMOXykO8YUf/RAqYqda2bAAECBAgQIFCdgICpOtvImgVMAqZI/9QxVsBUh/JktiFgirkLmGJ+nsEU9DOcAAECBAgQIDApAQHTpOT7b1fAJGDKszP3zErAlHuFRp+fgGl0u2JkpQFTsYHiFrnDDjkonXby+thMMx3tCqZMC2NaBAgQIECAAIEBAgKmPFtEwCRgyrMzBUy512Uc8xMwxRQrD5ieeXZX+vV7v5g+9P53pTVr9o3NNsPRAqYMi2JKBAgQIECAAIESAgKmEkgTWETAJGCaQNsNtUlXMA3F1aiFBUyxclUaMPX7Brli2r5FLlY8owkQIECAAAECBEYXEDCNblflSAGTgKnK/hrHugVM41DMcx0CplhdKg2YYlNrxmhXMDWjTmZJgAABAgQIEOgWEDDl2RMCJgFTnp25Z1YCptwrNPr8BEyj2xUjBUwxPw/5DvoZToAAAQIECOQrsOvrc/lOrs/MDn79Yql5C5hKMdW+kIBJwFR70w25QQHTkGANWlzAFCtWpQGTW+RixTGaAAECBAgQIDBJga037JO+9e1JzmD4bZ915nw69AcETIXc/EJKV1+3z/CIEx4hYBIwTbgFB25ewDSQqLELCJhipas0YFppai+//Er66MfvTj9z2onp8EMPju3BhEe7RW7CBbB5AgQIECBAoDIBAVNltCOv+MgjFtMZp8+XGi9gKsVU+0LHHrOQNpy0UGq7u1+YSzfdsrrUsjktdNWHX02rV5Wb0V33rE5PPtWsqyUFTOVq28SlBEyxqk0kYCqmfO/9O9JXv/aNdPG5G2N7MOHRAqYJF8DmCRAgQIAAgcoEBEyV0Y68YgHTcrrtD6xKj+wsmWSMrD7egQKm5Z4CpvH2l7XFBARMMb+JBUzPPLurdRXT5svOSWv33y+2FxMcLWCaIL5NEyBAgAABApUKCJgq5R1p5QImAdNIjVPzIFcw1Qxuc2MTEDDFKAVMMT8P+Q76GU6AAAECBAjkKyBgyq82AiYBU35dufeMBExNqJI59hIQMMX6YmIB042f3NaauVvkYgU0mgABAgQIECBQlYCAqSrZ0dcrYBIwjd499Y0UMNVnbUvjFRAwxTwrDZj6fYvchhPXpWsueW9as2bf2B5MeLRb5CZcAJsnQIAAAQIEKhMQMFVGO/KKBUwCppGbp8aBAqYasW1qrAICphhnpQFTbGrNGC1gakadzJIAAQIECBAYXkDANLxZ1SMETAKmqntsHOsXMI1D0TomISBgiqnXEjDtfPTJdOYHtiyb6Z03b0rHHH1kbPYZjBYwZVAEUyBAgAABAgQqERAwVcIaWqmAScAUaqCaBguYaoK2mbELCJhipJUHTEW4dONt29KtWy5c+ra44hvk3nfpDen9P/+OdNrJ62N7MOHRAqYJF8DmCRAgQIAAgcoEBEyV0Y68YgGTgGnk5qlxoICpRmybGquAgCnGWWnA9PLLr6Qrr/902njK8XtdrVQET9sO04dIAAAgAElEQVTue7Dxz2ESMMUa0GgCBAgQIEAgXwEBU361ETAJmPLryr1nJGBqQpXMsZeAgCnWF5UGTMVDvi//yKfSh97/rnT4oQcvm2lxFdNHP3532nzZOUtXNsV2ZTKjBUyTcbdVAgQIECBAoHoBAVP1xsNuQcAkYBq2ZyaxvIBpEuq2OQ4BAVNMsdKAyRVMseIYTYAAAQIECBCYpICAaZL6vbctYBIw5deVe89IwNSEKpljLwEBU6wvKg2Yiqnde/+O1q1wnsEUK5TRBAgQIECAAIG6BQRMdYsP3p6AScA0uEsmv4SAafI1MIPRBARMo7m1R1UeMBUb8i1ysSIZTYAAAQIECBCYhICAaRLq/bcpYBIw5deVe89IwNSEKpljLwEBU6wvagmYYlPMe7RnMOVdH7MjQIAAAQIERhcQMI1uV9VIAZOAqareGud6BUzj1LSuOgUETDFtAVPMLwmYgoCGEyBAgAABAtkKCJjyK42AScCUX1fuPSMBUxOqZI69BARMsb6oPGC68ZPb0jf++rl0zSXvTWvW7Nuabfvh3+veelQ67eT1sT2Y8GgB04QLYPMECBAgQIBAZQICpspoR16xgEnANHLz1DhQwFQjtk2NVUDAFOOsNGDyLXKx4hhNgAABAgQIEJikgIBpkvq9ty1gEjDl15V7z0jA1IQqmWMvAQFTrC8qDZh2v/hSuvwjn0ofev+70uGHHrxsps88uyt99ON3p82XnZPW7r9fbC8mONoVTBPEt2kCBAgQIDBBgUcfn0t/9PCqCc5gtE2fd8586YECptJUtS0oYBIw1dZsgQ0JmAJ4hk5UQMAU4680YHIFU6w4RhMgQIAAAQL5ChQB02d/a3W+E+wxs4Nfv5gETHtgdjy0Kn3hS80KCQVMAqYmHHQETE2okjn2EhAwxfqi0oCpmNrOR59Ml2/+VPrE1g8uXcVUXL30vktvSO//+Xd4BlOsfkYTIECAAAECExIQME0IfsBmzzpzPh36A4ulJidgKsVU+0IXXTCf1h5QrobbH1iVHtnZrJDw2GMW0oaTFkq57n5hLt10S7OC7GLHBEylymuhDAUETLGiVB4wFdNrB0q7vvnc0mzvvHlTOuboI2Ozz2C0W+QyKIIpECBAgACBCQgImCaAXmKTAqY9SPMLKV193T4l1PJaRMC0px4Cprx6sz2bt52wkNYfVy4kzHMPzGolAQFTrDdqCZhiU4yPLr7J7o67ti+t6NpLz1p25VTxrKjzN30sPfbE061lusOve+/fka7YekfrdxtOXLfsG/EETPH6WAMBAgQIEGiigIApz6oJmARMeXbmnlm5gml5he66Z3V68qm53Mu2bH4CpkaVa6jJCpiG4tpr4akPmIrnQN36q59L7zn97a2Hibevptp8+TmtK6jaz4la99ajWqFT8fvLt9yeNm86u3VLX3GL3423bUu3brmwNb4Iq4qfi8/d2PqvgCnWgEYTIECAAIGmCgiY8qycgEnAlGdnCphWqouAKfeOna35CZhi9Z76gKmbp1eg1Pltdt2/LwKlww45aOmKp+7AScAUa0CjCRAgQIBAUwUETHlWTsAkYMqzMwVMAqbcO9P8CgEBU6wPZi5gat8Od/F5G1tXMHUHRgVn+yql8999arry+k+n9tVNxe+6r3ASMMUa0GgCBAgQINBUAQFTnpUTMAmY8uxMAZOAKffOND8BU7wHZi5g6r7FrQiYtt334LLnKnUHTBtPOX7pgeTdAdPLr8zHq2ANBAgQIECAQOMEdn55Mf3Kfy73TVe57Nz3H5LSL36g/DduXXb1QnrpW7nMvtw8Ljp/VXrjD5Zb9gu/v5g+d3+zaviWo+bSuWeWe17N/HxKH9jUvAcRX33ZqnTga8vV8Dd+ezH914eaVcMfO24u/dt3lKvhc8+ndNVHmlfDm7esSqtLfvndJ+9cTI99pVk1PPXkufS2nyhXw3KdbKlcBNbsW7Jxc5lwZvOYqYCpCI6+8dfPLQuTolcwPf/SK5mV1HQIECBAgACBOgS+/GhKd29r1geMNxyc0gfOL/9B7potc+lbDQuY3n/OYvrBQ8t1wO//15Qe+N1m1fCoN6X08z9TroZFwHTZVc3av6Jymz64mF67tlwNf/u/zKX/9nC5ZXNZ6kfXpfSOf1Ouhs/vTmnLDc2r4UeuXiwdMP3Kr8+lrzyRS3XKzeOkf7WYfuLHyi1rqWYJvHa/fZs14cxmOzMBU69wqahFcUWSZzBl1pWmQ4AAAQIEGiDgFrk8i+QWuT11mV9I6err9smzUH1mddEF82ntAeUCmO0PrEqP7Cx/VV4OGL5FbnkVPOQ7h640h7aAZzDFemEmAqbu2+I6yXyLXKyBjCZAgAABArMqIGDKs/ICJgFTnp25Z1YCJgFT7j06y/MTMMWqP/UBU/uh3o898fQyqQ0nrlu6Va57mTtv3rT0zKVi0L3370hXbL2jNb5zXPFvD/mONaDRBAgQIECgqQICpjwrJ2ASMOXZmQKmleriCqbcO3a25idgitV76gOmGM/g0QKmwUaWIECAAAEC0yggYMqzqgImAVOenSlgEjDl3pnmVwgImGJ9IGCK+bmCKehnOAECBAgQaKqAgCnPygmYBEx5dqaAScCUe2ean4Ap3gMCpqChK5iCgIYTIECAAIGGCgiY8iycgEnAlGdnCpgETLl3pvkJmOI9IGAKGgqYgoCGEyBAgACBhgoImPIsnIBJwJRnZwqYBEy5d6b5CZjiPSBgChoKmIKAhhMgQIAAgYYKCJjyLJyAScCUZ2cKmARMuXem+QmY4j0gYAoaCpiCgIYTIECAAIGGCgiY8iycgEnAlGdnCpgETLl3pvkJmOI9IGAKGgqYgoCGEyBAgACBhgoImPIsnIBJwJRnZwqYBEy5d6b5CZjiPSBgChoKmIKAhhMgQIAAgYYKCJjyLJyAScCUZ2cKmARMuXem+QmY4j0gYAoaCpiCgIYTIECAAIGGCgiY8iycgEnAlGdnCpgETLl3pvkJmOI9IGAKGgqYgoCGEyBAgACBhgoImPIsnIBJwJRnZwqYBEy5d6b5CZjiPSBgChoKmIKAhhMgQIAAgYYKCJjyLJyAScCUZ2cKmARMuXem+QmY4j0gYAoaCpiCgIYTIECAAIGGCgiY8iycgEnAlGdnCpgETLl3pvkJmOI9IGAKGgqYgoCGEyBAgMDUCtz2qdVpcbFZu/ejP7KQjn5zuUkLmPKsrYBJwJRnZwqYBEy5d6b5CZjiPSBgChoKmIKAhhMgQIDA1AoUAdOur881av/e+VPzAqaOim29YZ/0rW83qoRJwCRgyr1jjz1mIW04aaHUNHe/MJduumV1qWVzWuiqD7+aVq8qN6O77lmdnnyqWeeKt52wkNYfV66G5RQslYvAwQe+JpepNHIeAqZg2QRMQUDDCRAgQGBqBQRM+ZX24NcvpvPOmS89MQFTaaraFjzyiMV0xunlaji/kNLV1+1T29zGtaGLLphPaw8odyXh9gdWpUd2lkwyxjXB4HoETMsBBUzBhjJ8rAICphingCnmlwRMQUDDCRAgQGBqBQRM+ZVWwLS8JjseWpW+8KVmhRMCpuU1FDDld5wpZuQKpjzrYlaDBQRMg436LSFgivkJmIJ+hhMgQIDA9AoImPKrrYBJwJRfV+49I1cw7TFxi1yeHesWuTzrMo5ZCZhiigKmmJ+AKehnOAECBAhMr4CAKb/aCpgETPl1pYCpX00ETHl2rIApz7qMY1YCppiigCnmJ2AK+hlOgAABAtMrIGDKr7YCJgFTfl0pYBIwech3E16XszJHAVOs0gKmmJ+AKehnOAECBAhMr4CAKb/aCpgETPl1pYBJwCRgasLrclbmKGCKVVrAFPMTMAX9DCdAgACB6RUQMOVXWwGTgCm/rhQwCZgETE14Xc7KHAVMsUoLmGJ+Aqagn+EECBAgML0CAqb8aitgEjDl15UCJgGTgKkJr8tZmaOAKVZpAVPMT8AU9DOcAAECBKZXQMCUX20FTAKm/LpSwCRgEjA14XU5K3MUMMUqLWCK+QmYgn6GEyBAgMD0CgiY8qutgEnAlF9XCpgETAKmJrwuZ2WOAqZYpQVMMT8BU9DPcAIECBCYXgEBU361FTAJmPLrSgGTgEnA1ITX5azMUcAUq7SAKeYnYAr6GU6AAAEC0ysgYMqvtgImAVN+XSlgEjAJmJrwupyVOQqYYpUWMMX8BExBP8MJECBAYHoFBEz51VbAJGDKrysFTAImAVMTXpezMkcBU6zSAqaYn4Ap6Gc4AQIECEyvgIApv9oKmARM+XWlgEnAJGBqwutyVuYoYIpVWsAU8xMwBf0MJ0CAAIHpFRAw5VdbAZOAKb+uFDAJmARMTXhdzsocBUyxSguYYn4CpqCf4QQIECAwvQICpvxqK2ASMOXXlQImAZOAqQmvy1mZo4ApVmkBU8xPwBT0M5wAAQIEpldAwJRfbQVMAqb8ulLAJGASMDXhdTkrcxQwxSotYIr5CZiCfoYTIECAwPQKCJjyq62AScCUX1cKmARMAqYmvC5nZY4CplilBUwxPwFT0M9wAgQIEJheAQFTfrUVMAmY8utKAZOAScDUhNflrMxRwBSrtIAp5idgCvoZToAAAQLTKyBgyq+2AiYBU35dKWASMAmYmvC6nJU5CphilZ6pgOne+3ekr37tG+niczcuU9v94kvp/E0fS4898XTr/99586Z0zNFHLi1TjLti6x2tf284cV265pL3pjVr9m39e9dz34lVwGgCBAgQIDClAgKm/AorYBIw5deVAiYBk4CpCa/LWZmjgClW6ZkImHY++mQ68wNbWlJnnbFhWcD08suvpCuv/3Ra99aj0mknr0/PPLsrXb7l9rR509np8EMPTsXYG2/blm7dcmFau/9+6cZPbmutpx1SCZhiDWg0AQIECEyvgIApv9oKmARM+XWlgEnAJGBqwutyVuYoYIpVeiYCpjZRryuYikDpox+/O22+7JxWgNQdOBWB0mGHHNQKn4qf7sBJwBRrQKMJECBAYHoFBEz51VbAJGDKrysFTAImAVMTXpezMkcBU6zSMx8wdQdGBWf7KqXz333qsqubit91X+EkYIo1oNEECBAgML0CAqb8aitgEjDl15UCJgGTgKkJr8tZmaOAKVZpAdOjT6Zt9z247LlK3QHTxlOOX3omU3fA9O2XX41VwGgCBAgQIDClAtffspj+8q+atXM/96659C/+Wbk5//GfpvRrdy+WWziTpb7/DSldcsFc6dl8+NrF9NK3Si+exYIXnDeX3viD5abyxQdTuu+BZtXwzf8kpbN/vlwN5+dTuvjyZu1fUbkrf3EuHfjacjX8zc8tph3/rdyyuSy1/kdT+ulTy9XwuedTuubfN6+GN26eS6tXlxO//VcW0+P/o9yyuSx1yklz6cTjc5mNeYxT4HvW7DPO1c3cugRMXc9YKjpgmCuYXvz2389c09hhAgQIECBQRuCm/yelrzUsYDrj36b0z/9pmb1L6U/+LKW7fqPcsrksdcgbUrroF8rP5v/enBoXMP3CuSkdfli5ffy9P0hp+++UWzaXpX74TSm95+fKzaYImC69otyyOS31Sx9K6bVry83o3vtSeuiPyi2by1LH/UhKp51SbjbP707plz9abtmcltp6bSodMH3m11L68ydymv3guWz41yn95I8PXs4SzRPY/3u+q3mTzmjGMx8weQZTRt1oKgQIECAwVQJukcuvnG6RW16THQ+tSl/40qr8CtVnRkcesZjOOH2+1JznF1K6+rrm/TX+ogvm09oDyl21s/2BVemRnc2q4bHHLKQNJy2UquHuF+bSTbeUvBSo1BrrWeiqD7+aVpcsy133uEWunqrYShkBt8iVUVp5mZkPmHyLXKyBjCZAgAABAisJCJjy6w0Bk4Apv67ce0YCpj0mAqY8O/ZtJyyk9ceVCwnz3AOzWklAwBTrjZkImIoHeZ/5gS3LpO68edPSc5V2v/hSOn/Tx9JjTzzdWqbzd8W/i2+fu2LrHa3fbThx3bLnNXnId6wBjSZAgACB6RUQMOVXWwGTgCm/rhQw9auJgCnPjhUw5VmXccxKwBRTnImAKUbUf7SAqUpd6yZAgACBJgsImPKrnoBJwJRfVwqYBExukWvC63JW5ihgilVawBTzSwKmIKDhBAgQIDC1AgKm/EorYBIw5deVAiYBk4CpCa/LWZmjgClWaQFTzE/AFPQznAABAgSmV0DAlF9tBUwCpvy6UsAkYBIwNeF1OStzFDDFKi1givkJmIJ+hhMgQIDA9AoImPKrrYBJwJRfVwqYBEwCpia8LmdljgKmWKUFTDE/AVPQz3ACBAgQmF4BAVN+tRUwCZjy60oBk4BJwNSE1+WszFHAFKu0gCnmJ2AK+hlOgAABAtMrIGDKr7YCJgFTfl0pYBIwCZia8LqclTkKmGKVFjDF/ARMQT/DCRAgQGB6BQRM+dVWwCRgyq8rBUwCJgFTE16XszJHAVOs0gKmmJ+AKehnOAECBAhMr4CAKb/aCpgETPl1pYBJwCRgasLrclbmKGCKVVrAFPMTMAX9DCdAgACB6RUQMOVXWwGTgCm/rhQwCZgETE14Xc7KHAVMsUoLmGJ+Aqagn+EECBAgML0CAqb8aitgEjDl15UCJgGTgKkJr8tZmaOAKVZpAVPMT8AU9DOcAAECBKZXQMCUX20FTAKm/LpSwCRgEjA14XU5K3MUMMUqLWCK+QmYgn6GEyBAgMD0CgiY8qutgEnAlF9XCpgETAKmJrwuZ2WOAqZYpQVMMT8BU9DPcAIECBCYXgEBU361FTAJmPLrSgGTgEnA1ITX5azMUcAUq7SAKeYnYAr6GU6AAAEC0ysgYMqvtgImAVN+XSlgEjAJmJrwupyVOQqYYpUWMMX8BExBP8MJECBAYHoFBEz51VbAJGDKrysFTAImAVMTXpezMkcBU6zSAqaYn4Ap6Gc4AQIEZlXg2b+YS6++2ry9f+Phi6UnLWAqTVXbggImAVNtzRbY0EUXzKe1B5Q71mx/YFV6ZOeqwNbqH3rsMQtpw0kLpTa8+4W5dNMtq0stm9NCV3341bS6ZFnuukfAlFPtZn0uAqZYBwiYYn4CpqCf4QQIEJhVgSJguuPOZn1o+Affk9KlHyyfigmY8utuAZOAKb+u3HtGAqY9JgKmPDv2bScspPXHlQsJ89wDs1pJQMAU6w0BU8xPwBT0M5wAAQKzKiBgyrPy7/yp+XT0m8tdOfHo43Pps7/VrJBQwCRgyvOVt3xWAiYBU+59KmDKvUKjz0/ANLpdMVLAFPMTMAX9DCdAgMCsCgiY8qy8gGl5XbbesE/61rfzrNVKszrrzPl06A+UCwl3PLQqfeFLJe/jyYThyCMW0xmnz5eazfxCSldft0+pZXNaSMAkYMqpH3vNRcCUe4VGn5+AaXQ7AVPMrjV613PfGcNarIIAAQIEZk1AwJRnxQVMAqY8O3PPrARMyyvkGUx5dqxnMOVZF7MaLCBgGmzUbwlXMMX8BExBP8MJECAwqwICpjwrL2ASMOXZmQKmleoiYMqzYwVMedbFrAYLCJgGGwmYYkZ9R7uCqUJcqyZAgMAUCwiY8iyugEnAlGdnCpgETLl35vL5CZiaVS+z3SMgYIp1gyuYYn6uYAr6GU6AAIFZFRAw5Vl5AZOAKc/OFDAJmHLvTAFTsypktisJCJhivSFgivkJmIJ+hhMgQGAlgS892KwH7xb7se93pdJfWyxgyrP3BUwCpjw7U8AkYMq9MwVMzaqQ2QqYqukBAVPQ1S1yQUDDCRAgsILAXfesTk8+Ndcon2G+VUbAlGdpBUwCpjw7U8AkYMq9MwVMzaqQ2QqYqukBAVPQVcAUBDScAAECAqbG9MA/+J6ULv3gq6Xne9unVqddX29WSChgEjCVbvAJLehb5JbDe8j3hBpxwGY9gynPupjVYAG3yA026reEgCnm5xa5oJ/hBAgQWEnAFUz59YaAaXlNHn18Ln32t1bnV6g+Mzr49YvpvHPmS8956w37pG99u/TiWSx41pnz6dAfWCw1lx0PrUpf+FKzbscVMAmYSjX3hBcSME24ADY/soCAaWS61kABU8xPwBT0M5wAAQICpub0gIBJwNSEbhUw7anS/EJKV1+3TxPKtmyOF10wn9YeUC4kdAVTnuUVMOVZF7MaLCBgGmzUbwkBU8xPwBT0M5wAAQICpub0gIBJwNSEbhUwCZhy79Njj1lIG05aKDXN3S/MpZtuadaVksWOCZhKlddCGQoImGJFETDF/ARMQT/DCRAgIGBqTg8ImARMTehWAZOAKfc+FTAtr9C03xKfez+a33IBAVOsIwRMMT8BU9DPcAIECAiYmtMDAiYBUxO6VcAkYMq9TwVMAqbce3SW5ydgilVfwBTzEzAF/QwnQICAgKk5PSBgEjA1oVsFTAKm3PtUwDRbAdOzfzHXuC9LKCp01JvKPQct99fbsPMTMA0rtnx5AVPMT8AU9DOcAAECAqbm9ICAScDUhG4VMAmYcu9TAdPsBUx33Nms52gNe77P/TU3zPwETMNo7b2sgCnmJ2AK+hlOgMBoAsVDP3f84dxogyc4asPJC2l1yW8En/ZnMhR/0Zz2N5y3fWp12vX1ZvXpO39qPh395nJ/tX308bn02d9q1oeGg1+/mM47Z770UWDrDfs07i/vAiYBU+kGn9CCAiYB04Rar/RmBUylqSzYJSBgKtES996/I12x9Y7WkhtOXJeuueS9ac2afVv/3vXcd0qswSIECBAYr4BvlRmv57jW9rYTFtL648p9M5CAaVzq412PgGm5p4BpvP01jrUdecRiOuP0ciHh/EJKV1+3zzg2W+s6LrpgPq09oFzQu/2BVemRnSX/clHrXqy8MQGTgCmTVlxxGgKm3CuU7/wETANqs/PRJ9ONt21Lt265MK3df7904ye3tUZcfO5GAVO+fW1mBKZeQMCUZ4kFTMvr4gqm/PrUFUzLa7LjoVXpC19qVjghYFpeQwFTfseZYkZXffhVVyz/79L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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Die Sortierung der Daten auf der x-Achse wird in der Funktion .update_layout() mit \"category ascending\" (aufsteigende Sortierung) geändert.\n",
    "\n",
    "fig2 = px.histogram(df, x=\"date\", barmode='group')\n",
    "fig2.update_layout(barmode='stack', xaxis={'categoryorder':'category ascending'})\n",
    "fig2.show()"
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  },
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   "cell_type": "markdown",
   "id": "d8e312f3-6512-4151-9848-60ab0cea7d47",
   "metadata": {},
   "source": [
    "Anmerkung: Hier sieht man, dass sich \"Ausreißer\" bei den Daten durch Visualisierungen gut erkennen lassen. Der Sprung von 1923 auf 1996 fällt auf und lädt ein, die Richtigkeit dieser Angabe zu überprüfen. Mit folgendem Code lässt sich der entsprechende Eintrag auch noch einmal mit Quelle und IDN anzeigen: "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "d160be06",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>source</th>\n",
       "      <th>idn</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>1871</th>\n",
       "      <td>1923</td>\n",
       "      <td>502</td>\n",
       "      <td>978836936</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2088</th>\n",
       "      <td>1923</td>\n",
       "      <td>502</td>\n",
       "      <td>979348501</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
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      ],
      "text/plain": [
       "      date source        idn\n",
       "1871  1923    502  978836936\n",
       "2088  1923    502  979348501"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Im Datenstring wird nach den Informationen der Ausreißer gesucht.\n",
    "\n",
    "df.query('date.str.contains(\"1923\")')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8bba152e-eac5-47fa-bac8-e6b1dbfc5a0f",
   "metadata": {},
   "source": [
    "In diesem Fall sind die Angaben korrekt. Es handelt sich um 2 Digitalisate von Dissertationen aus dem Jahr 1923, die 2006 digitalisiert wurden. \n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0296c162",
   "metadata": {},
   "outputs": [],
   "source": []
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