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StatisticsTextbook.bib
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StatisticsTextbook.bib
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@article{Adair1984,
title = {The {{Hawthorne}} Effect: {{A}} Reconsideration of the Methodological Artifact},
author = {Adair, G.},
year = {1984},
journal = {Journal of Applied Psychology},
volume = {69},
pages = {334--345},
doi = {10.1037/0021-9010.69.2.334}
}
@book{Agresti1996,
title = {An Introduction to Categorical Data Analysis},
author = {Agresti, A.},
year = {1996},
publisher = {{Wiley}},
address = {{Hoboken, NJ}}
}
@book{Agresti2002,
title = {Categorical Data Analysis},
author = {Agresti, A.},
year = {2002},
edition = {Second},
publisher = {{Wiley}},
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}
@article{Akaike1974,
title = {A New Look at the Statistical Model Identification},
author = {Akaike, H.},
year = {1974},
journal = {IEEE Transactions on Automatic Control},
volume = {19},
pages = {716--723},
doi = {10.1109/TAC.1974.1100705}
}
@article{Anscombe1973,
title = {Graphs in Statistical Analysis},
author = {Anscombe, F. J.},
year = {1973},
journal = {American Statistician},
volume = {27},
pages = {17--21},
keywords = {❓ Multiple DOI}
}
@article{behmer2017spatial,
title = {Spatial Knowledge during Skilled Action Sequencing: {{Hierarchical}} versus Nonhierarchical Representations},
author = {Behmer, Lawrence P and Crump, Matthew JC},
year = {2017},
journal = {Attention, Perception, \& Psychophysics},
volume = {79},
number = {8},
pages = {2435--2448},
publisher = {{Springer}},
doi = {10.3758/s13414-017-1389-3}
}
@article{Bickel1975,
title = {Sex Bias in Graduate Admissions: {{Data}} from {{Berkeley}}},
author = {Bickel, P. J. and Hammel, E. A. and O'Connell, J. W.},
year = {1975},
journal = {Science (New York, N.Y.)},
volume = {187},
pages = {398--404},
doi = {10.1126/science.187.4175.398}
}
@article{Box1976,
author = {Box, George E. P.},
year = {1976},
journal = {Journal of the American Statistical Association},
volume = {71},
pages = {791--799},
keywords = {❓ Multiple DOI}
}
@article{Box1987,
title = {Guinness, Gosset, Fisher, and Small Samples},
author = {Box, J. F.},
year = {1987},
journal = {Statistical Science},
volume = {2},
pages = {45--52},
doi = {10.1214/ss/1177013437}
}
@book{Braun2007,
title = {A First Course in Statistical Programming with {{R}}},
author = {Braun, John and Murdoch, Duncan J},
year = {2007},
publisher = {{Cambridge University Press Cambridge}}
}
@article{BrownForsythe1974,
title = {Robust Tests for Equality of Variances},
author = {Brown, M. B. and Forsythe, A. B.},
year = {1974},
journal = {Journal of the American Statistical Association},
volume = {69},
pages = {364--367},
keywords = {❓ Multiple DOI}
}
@book{Campbell1963,
title = {Experimental and Quasi-Experimental Designs for Research},
author = {Campbell, D. T. and Stanley, J. C.},
year = {1963},
publisher = {{Houghton Mifflin}},
address = {{Boston, MA}}
}
@article{Cochran1954,
title = {The {{$\chi^{2}$}} Test of Goodness of Fit},
author = {Cochran, W. G.},
year = {1954},
journal = {The Annals of Mathematical Statistics},
volume = {23},
pages = {315--345},
doi = {10.1214/aoms/1177729380}
}
@book{Cohen1988,
title = {Statistical Power Analysis for the Behavioral Sciences},
author = {Cohen, J.},
year = {1988},
edition = {Second},
publisher = {{Lawrence Erlbaum}}
}
@article{Cohen1992,
title = {A Power Primer},
author = {Cohen, J},
year = {1992},
journal = {Psychological Bulletin},
volume = {112},
pages = {155--},
doi = {10.1037/0033-2909.112.1.155}
}
@article{Cook1983,
title = {Diagnostics for Heteroscedasticity in Regression},
author = {Cook, R. D. and Weisberg, S.},
year = {1983},
journal = {Biometrika},
volume = {70},
pages = {1--10},
doi = {10.1093/biomet/70.1.1}
}
@book{Cramer1946,
title = {Mathematical Methods of Statistics},
author = {Cram{\'e}r, H.},
year = {1946},
publisher = {{Princeton University Press}},
address = {{Princeton}}
}
@article{Dunn1961,
title = {Multiple Comparisons among Means},
author = {Dunn, O.J.},
year = {1961},
journal = {Journal of the American Statistical Association},
volume = {56},
pages = {52--64},
doi = {10.1080/01621459.1961.10482090}
}
@book{Ellis2010,
title = {The Essential Guide to Effect Sizes: {{Statistical}} Power, Meta-Analysis, and the Interpretation of Research Results},
author = {Ellis, P. D.},
year = {2010},
publisher = {{Cambridge University Press}},
address = {{Cambridge, UK}}
}
@article{Ellman2002,
title = {Soviet Repression Statistics: Some Comments},
author = {Ellman, Michael},
year = {2002},
journal = {Europe-Asia Studies},
volume = {54},
number = {7},
pages = {1151--1172},
publisher = {{Taylor \& Francis}},
doi = {10.1080/0966813022000017177}
}
@article{Evans1983,
title = {On the Conflict between Logic and Belief in Syllogistic Reasoning},
author = {Evans, J. St. B. T. and Barston, J. L. and Pollard, P.},
year = {1983},
journal = {Memory and Cognition},
volume = {11},
pages = {295--306},
doi = {10.3758/BF03196976}
}
@book{Evans2000,
title = {Statistical Distributions (3rd Ed)},
author = {Evans, M. and Hastings, N. and Peacock, B.},
year = {2011},
publisher = {{Wiley}}
}
@article{Fisher1922,
title = {On the Interpretation of {{$\chi^{2}$}} from Contingency Tables, and the Calculation of {{p}}},
author = {Fisher, R. A.},
year = {1922},
journal = {Journal of the Royal Statistical Society},
volume = {84},
pages = {87--94},
doi = {10.2307/2340521}
}
@article{Fisher1922b,
title = {On the Mathematical Foundation of Theoretical Statistics},
author = {Fisher, R. A.},
year = {1922},
journal = {Philosophical Transactions of the Royal Society A},
volume = {222},
pages = {309--368},
keywords = {⛔ No DOI found}
}
@book{Fisher1925,
title = {Statistical Methods for Research Workers},
author = {Fisher, R. A.},
year = {1925},
publisher = {{Oliver and Boyd}},
address = {{Edinburgh, UK}}
}
@book{Fox2011,
title = {An {{R}} Companion to Applied Regression},
author = {Fox, J. and Weisberg, S.},
year = {2011},
edition = {Second},
publisher = {{Sage}},
address = {{Los Angeles}}
}
@manual{Friendly2011,
type = {Manual},
title = {{{HistData}}: {{Data}} Sets from the History of Statistics and Data Visualization},
author = {Friendly, Michael},
year = {2011}
}
@article{Gelman2006,
title = {The Difference between ``Significant'' and ``Not Significant'' Is Not Itself Statistically Significant},
author = {Gelman, A. and Stern, H.},
year = {2006},
journal = {The American Statistician},
volume = {60},
pages = {328--331},
doi = {10.1198/000313006X152649}
}
@article{Gunel1974,
title = {Bayes Factors for Independence in Contingency Tables},
author = {Gunel, Erdogan and Dickey, James},
year = {1974},
journal = {Biometrika},
pages = {545--557},
keywords = {❓ Multiple DOI}
}
@book{Hastie2009,
title = {The Elements of Statistical Learning: {{Data}} Mining, Inference and Prediction (2nd Ed)},
author = {Hastie, Trevor and Tibshirani, Robert and Friedman, Jerome},
year = {2009},
publisher = {{Springer}}
}
@book{Hays1994,
title = {Statistics},
author = {Hays, W. L.},
year = {1994},
edition = {Fifth},
publisher = {{Harcourt Brace}},
address = {{Fort Worth, TX}}
}
@article{Hedges1981,
title = {Distribution Theory for {{Glass}}'s Estimator of Effect Size and Related Estimators},
author = {Hedges, L. V.},
year = {1981},
journal = {Journal of Educational Statistics},
volume = {6},
pages = {107--128},
keywords = {❓ Multiple DOI}
}
@book{Hedges1985,
title = {Statistical Methods for Meta-Analysis},
author = {Hedges, L. V. and Olkin, I.},
year = {1985},
publisher = {{Academic Press}},
address = {{New York}}
}
@book{Hocking1996,
title = {Methods and Applications of Linear Models: {{Regression}} and the Analysis of Variance},
author = {Hocking, R. R.},
year = {1996},
publisher = {{Wiley}},
address = {{New York, NY}}
}
@book{Hogg2005,
title = {Introduction to Mathematical Statistics},
author = {Hogg, R. V. and McKean, J. V. and Craig, A. T.},
year = {2005},
edition = {Sixth},
publisher = {{Pearson}},
address = {{Upper Saddle River, NJ}}
}
@article{Holm1979,
title = {A Simple Sequentially Rejective Multiple Test Procedure},
author = {Holm, S.},
year = {1979},
journal = {Scandinavian Journal of Statistics},
volume = {6},
pages = {65--70},
keywords = {⛔ No DOI found}
}
@book{Hothersall2004,
title = {History of Psychology},
author = {Hothersall, D.},
year = {2004},
publisher = {{McGraw-Hill}}
}
@book{Hsu1996,
title = {Multiple Comparisons: {{Theory}} and Methods},
author = {Hsu, J. C.},
year = {1996},
publisher = {{Chapman and Hall}},
address = {{London, UK}}
}
@article{Ioannidis2005,
title = {Why Most Published Research Findings Are False},
author = {Ioannidis, John P. A.},
year = {2005},
journal = {PLoS medicine},
volume = {2},
number = {8},
pages = {697--701},
publisher = {{Public Library of Science}},
doi = {10.1371/journal.pmed.0020124}
}
@article{james2015computer,
title = {Computer Game Play Reduces Intrusive Memories of Experimental Trauma via Reconsolidation-Update Mechanisms},
author = {James, Ella L and Bonsall, Michael B and Hoppitt, Laura and Tunbridge, Elizabeth M and Geddes, John R and Milton, Amy L and Holmes, Emily A},
year = {2015},
journal = {Psychological science},
volume = {26},
number = {8},
pages = {1201--1215},
publisher = {{Sage Publications Sage CA: Los Angeles, CA}},
doi = {10.1177/0956797615583071}
}
@book{Jaynes2003,
title = {Probability Theory: {{The}} Logic of Science},
author = {Jaynes, E. T.},
year = {2003},
publisher = {{Cambridge University Press}}
}
@book{Jeffreys1961,
title = {The Theory of Probability},
author = {Jeffreys, Harold},
year = {1961},
edition = {3rd},
publisher = {{Oxford}}
}
@article{Johnson2013,
title = {Revised Standards for Statistical Evidence},
author = {Johnson, Valen E},
year = {2013},
journal = {Proceedings of the National Academy of Sciences},
number = {48},
pages = {19313--19317},
doi = {10.1073/pnas.1313476110}
}
@article{Kahneman1973,
title = {On the Psychology of Prediction},
author = {Kahneman, D. and Tversky, A.},
year = {1973},
journal = {Psychological Review},
volume = {80},
pages = {237--251},
doi = {10.1037/h0034747}
}
@article{Kass1995,
title = {Bayes Factors},
author = {Kass, Robert E. and Raftery, Adrian E.},
year = {1995},
journal = {Journal of the American Statistical Association},
volume = {90},
pages = {773--795},
doi = {10.1080/01621459.1995.10476572}
}
@book{Keynes1923,
title = {A Tract on Monetary Reform},
author = {Keynes, John Maynard},
year = {1923},
publisher = {{Macmillan and Company}},
address = {{London}}
}
@book{Kruschke2011,
title = {Doing {{Bayesian}} Data Analysis: {{A}} Tutorial with {{R}} and {{BUGS}}},
author = {Kruschke, J. K.},
year = {2011},
publisher = {{Academic Press}},
address = {{Burlington, MA}}
}
@article{KruskalWallis1952,
title = {Use of Ranks in One-Criterion Variance Analysis},
author = {Kruskal, W. H. and Wallis, W. A.},
year = {1952},
journal = {Journal of the American Statistical Association},
volume = {47},
pages = {583--621},
doi = {10.1080/01621459.1952.10483441}
}
@article{Kuhberger2014,
title = {Publication Bias in Psychology: {{A}} Diagnosis Based on the Correlation between Effect Size and Sample Size},
author = {K{\"u}hberger, A and Fritz, A and Scherndl, T.},
year = {2014},
journal = {Public Library of Science One},
volume = {9},
pages = {1--8},
keywords = {⛔ No DOI found}
}
@article{Larntz1978,
title = {Small-Sample Comparisons of Exact Levels for Chi-Squared Goodness-of-Fit Statistics},
author = {Larntz, K.},
year = {1978},
journal = {Journal of the American Statistical Association},
volume = {73},
pages = {253--263},
doi = {10.1080/01621459.1978.10481567}
}
@book{Lee2014,
title = {Bayesian Cognitive Modeling: {{A}} Practical Course},
author = {Lee, Michael D and Wagenmakers, Eric-Jan},
year = {2014},
publisher = {{Cambridge University Press}}
}
@book{Lehmann2011,
title = {Fisher, {{Neyman}}, and the Creation of Classical Statistics},
author = {Lehmann, Erich L.},
year = {2011},
publisher = {{Springer}}
}
@incollection{Levene1960,
title = {Robust Tests for Equality of Variances},
booktitle = {Contributions to Probability and Statistics: {{Essays}} in Honor of Harold Hotelling},
author = {Levene, H},
editor = {et {al}, I. Olkin},
year = {1960},
pages = {278--292},
publisher = {{Stanford University Press}},
address = {{Palo Alto, CA}}
}
@article{Long2000,
title = {Using Heteroscedasticity Consistent Standard Errors in Thee Linear Regression Model},
author = {Long, J.S. and Ervin, L.H.},
year = {2000},
journal = {The American Statistician},
volume = {54},
pages = {217--224},
keywords = {❓ Multiple DOI}
}
@inproceedings{matejka2017same,
title = {Same Stats, Different Graphs: Generating Datasets with Varied Appearance and Identical Statistics through Simulated Annealing},
booktitle = {Proceedings of the 2017 {{CHI}} Conference on Human Factors in Computing Systems},
author = {Matejka, Justin and Fitzmaurice, George},
year = {2017},
pages = {1290--1294},
doi = {10.1145/3025453.3025912},
organization = {{ACM}}
}
@book{Matloff2011,
title = {The Art of {{R}} Programming: {{A}} Tour of Statistical Software Design},
author = {Matloff, Norman and Matloff, Norman S},
year = {2011},
publisher = {{No Starch Press}}
}
@article{maul_rethinking_2017,
title = {Rethinking {{Traditional Methods}} of {{Survey Validation}}},
author = {Maul, Andrew},
year = {2017},
month = apr,
journal = {Measurement: Interdisciplinary Research and Perspectives},
volume = {15},
number = {2},
pages = {51--69},
issn = {1536-6367},
doi = {10.1080/15366367.2017.1348108},
abstract = {It is commonly believed that self-report, survey-based instruments can be used to measure a wide range of psychological attributes, such as self-control, growth mindsets, and grit. Increasingly, such instruments are being used not only for basic research but also for supporting decisions regarding educational policy and accountability. The validity of such instruments is typically investigated using a classic set of methods, including the examination of reliability coefficients, factor or principal components analyses, and correlations between scores on the instrument and other variables. However, these techniques may fall short of providing the kinds of rigorous, potentially falsifying tests of relevant hypotheses commonly expected in scientific research. This point is illustrated via a series of studies in which respondents were presented with survey items deliberately constructed to be uninterpretable, but the application of the aforementioned validation procedures nonetheless returned favorable-appearing results. In part, this disconnect may be traceable to the way in which operationalist modes of thinking in the social sciences have reinforced the perception that attributes do not need to be defined independently of particular sets of testing operations. It is argued that affairs might be improved via greater attention to the manner in which definitions of psychological attributes are articulated and greater openness to treating beliefs about the existence and measurability of psychological attributes as hypotheses rather than assumptions\textemdash in other words, as beliefs potentially subject to revision.},
keywords = {noncognitive measurement,philosophy of measurement,survey research,validation,validity}
}
@article{McGrath2006,
title = {When Effect Sizes Disagree: {{The}} Case of {{r}} and {{d}}},
author = {McGrath, R. E. and Meyer, G. J.},
year = {2006},
journal = {Psychological Methods},
volume = {11},
pages = {386--401},
doi = {10.1037/1082-989X.11.4.386}
}
@article{McNemar1947,
title = {Note on the Sampling Error of the Difference between Correlated Proportions or Percentages},
author = {McNemar, Q.},
year = {1947},
journal = {Psychometrika},
volume = {12},
pages = {153--157},
doi = {10.1007/BF02295996}
}
@article{Meehl1967,
title = {Theory Testing in Psychology and Physics: {{A}} Methodological Paradox},
author = {Meehl, P. H.},
year = {1967},
journal = {Philosophy of Science},
volume = {34},
pages = {103--115},
doi = {10.1086/288135}
}
@article{mehr20165,
title = {For 5-Month-Old Infants, Melodies Are Social},
author = {Mehr, Samuel A and Song, Lee Ann and Spelke, Elizabeth S},
year = {2016},
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