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<!DOCTYPE html>
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<meta charset="utf-8">
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<title>Québec Descriptives</title>
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<body>
<div style="width:100%;height:200px;background-image:url('library/header/rpqa.jpg');background-size:cover;"></div>
<div class="container-fluid main-container"><div class="row"><div class="col-md-4"><a href="index.html"><i class="glyphicon glyphicon-th-list"></i> Back to index</a></div></div></div>
<div class="container-fluid main-container">
<div id="rpqa-quebec-descriptives" class="section level1 tab-content">
<h1>RPQA Quebec descriptives</h1>
<div id="loading-details" class="section level3 accordion">
<h3>Loading details</h3>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">source</span>(<span class="st">"0__helpers.R"</span>)
opts_chunk$<span class="kw">set</span>(<span class="dt">render =</span> pander_handler, <span class="dt">cache=</span>F,<span class="dt">tidy=</span><span class="ot">FALSE</span>,<span class="dt">autodep=</span><span class="ot">TRUE</span>,<span class="dt">dev=</span><span class="st">'png'</span>,<span class="dt">fig.width=</span><span class="dv">12</span>,<span class="dt">fig.height=</span><span class="fl">7.5</span>, <span class="dt">warning =</span> F, <span class="dt">message =</span> F)
<span class="kw">load</span>(<span class="st">"rpqa.rdata"</span>)
rpqa =<span class="st"> </span><span class="kw">data.table</span>(rpqa); rpqa<span class="fl">.1</span> =<span class="st"> </span><span class="kw">data.table</span>(rpqa<span class="fl">.1</span>)
desc_theme =<span class="st"> </span><span class="kw">theme_minimal</span>(<span class="dt">base_size =</span> <span class="dv">24</span>) +<span class="st"> </span><span class="kw">theme</span>( <span class="dt">axis.line.y =</span> <span class="kw">element_blank</span>(), <span class="dt">axis.line.x =</span> <span class="kw">element_line</span>(<span class="dt">size =</span> <span class="dv">1</span>, <span class="dt">color =</span><span class="st">"black"</span>))
<span class="kw">update_geom_defaults</span>(<span class="st">"bar"</span>, <span class="kw">list</span>(<span class="dt">fill =</span> <span class="st">"#6c92b2"</span>, <span class="dt">alpha =</span> <span class="dv">1</span>/<span class="dv">2</span>))
demo_trends =<span class="st"> </span><span class="kw">aggDemoTrends</span>(rpqa)
mymin =<span class="st"> </span><span class="kw">theme_minimal</span>() +<span class="kw">theme</span>(<span class="dt">panel.grid.major.y =</span><span class="kw">element_blank</span>(),<span class="dt">panel.grid.major.x =</span> <span class="kw">element_line</span>(<span class="dt">colour=</span><span class="st">"#eeeeee"</span>))
rpqa[, paternalage :<span class="er">=</span><span class="st"> </span><span class="dv">10</span> *<span class="st"> </span>paternalage]
rpqa[, maternalage :<span class="er">=</span><span class="st"> </span><span class="dv">10</span> *<span class="st"> </span>maternalage]
rpqa[, age :<span class="er">=</span><span class="st"> </span><span class="dv">10</span> *<span class="st"> </span>age]
rpqa[, age_at_1st_child :<span class="er">=</span><span class="st"> </span><span class="dv">10</span> *<span class="st"> </span>age_at_1st_child]
rpqa[, age_at_last_child :<span class="er">=</span><span class="st"> </span><span class="dv">10</span> *<span class="st"> </span>age_at_last_child]
rpqa[, byear :<span class="er">=</span><span class="st"> </span><span class="kw">year</span>(bdate)]
rpqa<span class="fl">.1</span>[, paternalage :<span class="er">=</span><span class="st"> </span><span class="dv">10</span> *<span class="st"> </span>paternalage]
rpqa<span class="fl">.1</span>[, maternalage :<span class="er">=</span><span class="st"> </span><span class="dv">10</span> *<span class="st"> </span>maternalage]
rpqa<span class="fl">.1</span>[, age :<span class="er">=</span><span class="st"> </span><span class="dv">10</span> *<span class="st"> </span>age]
rpqa<span class="fl">.1</span>[, age_at_1st_child :<span class="er">=</span><span class="st"> </span><span class="dv">10</span> *<span class="st"> </span>age_at_1st_child]
rpqa<span class="fl">.1</span>[, age_at_last_child :<span class="er">=</span><span class="st"> </span><span class="dv">10</span> *<span class="st"> </span>age_at_last_child]
rpqa<span class="fl">.1</span>[, byear :<span class="er">=</span><span class="st"> </span><span class="kw">year</span>(bdate)]</code></pre></div>
</div>
<div id="variable-descriptives" class="section level2">
<h2>Variable descriptives</h2>
<p>The following statistics refer to all births. This means that e.g. the percentage of ever married people includes some who died before they had a chance at marriage.</p>
<div id="whole-population-n-459591" class="section level3">
<h3>Whole population (N = 459591)</h3>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">descriptives =<span class="st"> </span>psych::<span class="kw">describe</span>(rpqa[, <span class="kw">list</span>(
paternalage, maternalage, nr.siblings, dependent_sibs_f5y, age, spouses, children, grandchildren, byear, byear.Father, age_at_1st_child, age_at_last_child )])
<span class="kw">round</span>(<span class="kw">data.frame</span>(descriptives)[,<span class="dv">2</span>:<span class="dv">12</span>],<span class="dv">2</span>)</code></pre></div>
<table>
<colgroup>
<col width="23%" />
<col width="6%" />
<col width="6%" />
<col width="5%" />
<col width="8%" />
<col width="9%" />
<col width="5%" />
<col width="5%" />
<col width="5%" />
<col width="7%" />
<col width="6%" />
<col width="9%" />
</colgroup>
<thead>
<tr class="header">
<th align="center"> </th>
<th align="center">n</th>
<th align="center">mean</th>
<th align="center">sd</th>
<th align="center">median</th>
<th align="center">trimmed</th>
<th align="center">mad</th>
<th align="center">min</th>
<th align="center">max</th>
<th align="center">range</th>
<th align="center">skew</th>
<th align="center">kurtosis</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="center"><strong>paternalage</strong></td>
<td align="center">396965</td>
<td align="center">35.64</td>
<td align="center">8.43</td>
<td align="center">34.53</td>
<td align="center">35.05</td>
<td align="center">8.54</td>
<td align="center">14.84</td>
<td align="center">85.44</td>
<td align="center">70.61</td>
<td align="center">0.7</td>
<td align="center">0.43</td>
</tr>
<tr class="even">
<td align="center"><strong>maternalage</strong></td>
<td align="center">399603</td>
<td align="center">29.71</td>
<td align="center">6.64</td>
<td align="center">29.2</td>
<td align="center">29.5</td>
<td align="center">7.49</td>
<td align="center">9.95</td>
<td align="center">69.27</td>
<td align="center">59.32</td>
<td align="center">0.25</td>
<td align="center">-0.71</td>
</tr>
<tr class="odd">
<td align="center"><strong>nr.siblings</strong></td>
<td align="center">427016</td>
<td align="center">7.93</td>
<td align="center">4.13</td>
<td align="center">8</td>
<td align="center">7.93</td>
<td align="center">4.45</td>
<td align="center">0</td>
<td align="center">22</td>
<td align="center">22</td>
<td align="center">0.03</td>
<td align="center">-0.52</td>
</tr>
<tr class="even">
<td align="center"><strong>dependent_sibs_f5y</strong></td>
<td align="center">459591</td>
<td align="center">2098</td>
<td align="center">7640</td>
<td align="center">3</td>
<td align="center">2.95</td>
<td align="center">1.48</td>
<td align="center">0</td>
<td align="center">31552</td>
<td align="center">31552</td>
<td align="center">3.42</td>
<td align="center">9.83</td>
</tr>
<tr class="odd">
<td align="center"><strong>age</strong></td>
<td align="center">239638</td>
<td align="center">25.48</td>
<td align="center">31.29</td>
<td align="center">3.19</td>
<td align="center">21.56</td>
<td align="center">4.72</td>
<td align="center">0</td>
<td align="center">112.1</td>
<td align="center">112.1</td>
<td align="center">0.76</td>
<td align="center">-1.08</td>
</tr>
<tr class="even">
<td align="center"><strong>spouses</strong></td>
<td align="center">459591</td>
<td align="center">0.32</td>
<td align="center">0.55</td>
<td align="center">0</td>
<td align="center">0.22</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">6</td>
<td align="center">6</td>
<td align="center">1.73</td>
<td align="center">3.08</td>
</tr>
<tr class="odd">
<td align="center"><strong>children</strong></td>
<td align="center">459591</td>
<td align="center">1.86</td>
<td align="center">3.79</td>
<td align="center">0</td>
<td align="center">0.86</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">31</td>
<td align="center">31</td>
<td align="center">2.19</td>
<td align="center">4.13</td>
</tr>
<tr class="even">
<td align="center"><strong>grandchildren</strong></td>
<td align="center">459591</td>
<td align="center">3.56</td>
<td align="center">12.25</td>
<td align="center">0</td>
<td align="center">0.34</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">195</td>
<td align="center">195</td>
<td align="center">4.81</td>
<td align="center">27.45</td>
</tr>
<tr class="odd">
<td align="center"><strong>byear</strong></td>
<td align="center">427685</td>
<td align="center">1761</td>
<td align="center">33.64</td>
<td align="center">1770</td>
<td align="center">1765</td>
<td align="center">29.65</td>
<td align="center">1583</td>
<td align="center">1799</td>
<td align="center">216</td>
<td align="center">-1.28</td>
<td align="center">1.56</td>
</tr>
<tr class="even">
<td align="center"><strong>byear.Father</strong></td>
<td align="center">401758</td>
<td align="center">1728</td>
<td align="center">31.89</td>
<td align="center">1735</td>
<td align="center">1731</td>
<td align="center">28.17</td>
<td align="center">1583</td>
<td align="center">1782</td>
<td align="center">199</td>
<td align="center">-1.03</td>
<td align="center">0.74</td>
</tr>
<tr class="odd">
<td align="center"><strong>age_at_1st_child</strong></td>
<td align="center">110119</td>
<td align="center">25.36</td>
<td align="center">5.64</td>
<td align="center">24.47</td>
<td align="center">24.8</td>
<td align="center">4.87</td>
<td align="center">9.95</td>
<td align="center">81.2</td>
<td align="center">71.25</td>
<td align="center">1.35</td>
<td align="center">3.83</td>
</tr>
<tr class="even">
<td align="center"><strong>age_at_last_child</strong></td>
<td align="center">110119</td>
<td align="center">37.5</td>
<td align="center">9.14</td>
<td align="center">38.1</td>
<td align="center">37.33</td>
<td align="center">8.98</td>
<td align="center">13.84</td>
<td align="center">85.44</td>
<td align="center">71.6</td>
<td align="center">0.24</td>
<td align="center">0.16</td>
</tr>
</tbody>
</table>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">describeBin</span>(rpqa[, <span class="kw">list</span>(survive1y, surviveR, ever_married)])</code></pre></div>
<table style="width:51%;">
<colgroup>
<col width="26%" />
<col width="9%" />
<col width="9%" />
<col width="5%" />
</colgroup>
<thead>
<tr class="header">
<th align="center"> </th>
<th align="center">n</th>
<th align="center">mean</th>
<th align="center">sd</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="center"><strong>survive1y</strong></td>
<td align="center">303094</td>
<td align="center">0.68</td>
<td align="center">0.22</td>
</tr>
<tr class="even">
<td align="center"><strong>surviveR</strong></td>
<td align="center">303094</td>
<td align="center">0.55</td>
<td align="center">0.25</td>
</tr>
<tr class="odd">
<td align="center"><strong>ever_married</strong></td>
<td align="center">459591</td>
<td align="center">0.28</td>
<td align="center">0.2</td>
</tr>
</tbody>
</table>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">pander</span>(<span class="kw">xtabs</span>(~<span class="st"> </span>paternal_loss, rpqa), <span class="dt">caption =</span> <span class="st">"Paternal loss at age"</span>)</code></pre></div>
<table>
<caption>Paternal loss at age</caption>
<colgroup>
<col width="7%" />
<col width="7%" />
<col width="7%" />
<col width="7%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
</colgroup>
<thead>
<tr class="header">
<th align="center">later</th>
<th align="center">[0,1]</th>
<th align="center">(1,5]</th>
<th align="center">(5,10]</th>
<th align="center">(10,15]</th>
<th align="center">(15,20]</th>
<th align="center">(20,25]</th>
<th align="center">(25,30]</th>
<th align="center">(30,35]</th>
<th align="center">(35,40]</th>
<th align="center">(40,45]</th>
<th align="center">unclear</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="center">67685</td>
<td align="center">5903</td>
<td align="center">12520</td>
<td align="center">17507</td>
<td align="center">21294</td>
<td align="center">26344</td>
<td align="center">32911</td>
<td align="center">36337</td>
<td align="center">37820</td>
<td align="center">37750</td>
<td align="center">28036</td>
<td align="center">135484</td>
</tr>
</tbody>
</table>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">pander</span>(<span class="kw">xtabs</span>(~<span class="st"> </span>maternal_loss, rpqa), <span class="dt">caption =</span> <span class="st">"Maternal loss at age"</span>)</code></pre></div>
<table>
<caption>Maternal loss at age</caption>
<colgroup>
<col width="7%" />
<col width="7%" />
<col width="7%" />
<col width="7%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
</colgroup>
<thead>
<tr class="header">
<th align="center">later</th>
<th align="center">[0,1]</th>
<th align="center">(1,5]</th>
<th align="center">(5,10]</th>
<th align="center">(10,15]</th>
<th align="center">(15,20]</th>
<th align="center">(20,25]</th>
<th align="center">(25,30]</th>
<th align="center">(30,35]</th>
<th align="center">(35,40]</th>
<th align="center">(40,45]</th>
<th align="center">unclear</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="center">96785</td>
<td align="center">8922</td>
<td align="center">17870</td>
<td align="center">19592</td>
<td align="center">18031</td>
<td align="center">18390</td>
<td align="center">21247</td>
<td align="center">25498</td>
<td align="center">29276</td>
<td align="center">32748</td>
<td align="center">27878</td>
<td align="center">143354</td>
</tr>
</tbody>
</table>
</div>
<div id="included-sample-n-79895" class="section level3">
<h3>included sample (N = 79895)</h3>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r">descriptives =<span class="st"> </span>psych::<span class="kw">describe</span>(rpqa<span class="fl">.1</span>[, <span class="kw">list</span>(
paternalage, maternalage, nr.siblings, dependent_sibs_f5y, age, spouses, children, grandchildren, byear, byear.Father, age_at_1st_child, age_at_last_child )])
<span class="kw">round</span>(<span class="kw">data.frame</span>(descriptives)[,<span class="dv">2</span>:<span class="dv">12</span>],<span class="dv">2</span>)</code></pre></div>
<table style="width:100%;">
<colgroup>
<col width="23%" />
<col width="5%" />
<col width="6%" />
<col width="5%" />
<col width="8%" />
<col width="9%" />
<col width="5%" />
<col width="5%" />
<col width="5%" />
<col width="7%" />
<col width="6%" />
<col width="9%" />
</colgroup>
<thead>
<tr class="header">
<th align="center"> </th>
<th align="center">n</th>
<th align="center">mean</th>
<th align="center">sd</th>
<th align="center">median</th>
<th align="center">trimmed</th>
<th align="center">mad</th>
<th align="center">min</th>
<th align="center">max</th>
<th align="center">range</th>
<th align="center">skew</th>
<th align="center">kurtosis</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="center"><strong>paternalage</strong></td>
<td align="center">70035</td>
<td align="center">36.58</td>
<td align="center">8.68</td>
<td align="center">35.43</td>
<td align="center">35.97</td>
<td align="center">8.83</td>
<td align="center">16.77</td>
<td align="center">78.92</td>
<td align="center">62.15</td>
<td align="center">0.65</td>
<td align="center">0.2</td>
</tr>
<tr class="even">
<td align="center"><strong>maternalage</strong></td>
<td align="center">70776</td>
<td align="center">29.33</td>
<td align="center">6.69</td>
<td align="center">28.79</td>
<td align="center">29.11</td>
<td align="center">7.5</td>
<td align="center">12.01</td>
<td align="center">53.03</td>
<td align="center">41.02</td>
<td align="center">0.27</td>
<td align="center">-0.69</td>
</tr>
<tr class="odd">
<td align="center"><strong>nr.siblings</strong></td>
<td align="center">76485</td>
<td align="center">8.17</td>
<td align="center">4.15</td>
<td align="center">9</td>
<td align="center">8.28</td>
<td align="center">4.45</td>
<td align="center">0</td>
<td align="center">22</td>
<td align="center">22</td>
<td align="center">-0.18</td>
<td align="center">-0.42</td>
</tr>
<tr class="even">
<td align="center"><strong>dependent_sibs_f5y</strong></td>
<td align="center">79895</td>
<td align="center">1036</td>
<td align="center">4895</td>
<td align="center">3</td>
<td align="center">2.97</td>
<td align="center">1.48</td>
<td align="center">0</td>
<td align="center">24408</td>
<td align="center">24408</td>
<td align="center">4.52</td>
<td align="center">18.48</td>
</tr>
<tr class="odd">
<td align="center"><strong>age</strong></td>
<td align="center">66097</td>
<td align="center">39.14</td>
<td align="center">30.92</td>
<td align="center">39.33</td>
<td align="center">38.38</td>
<td align="center">47.46</td>
<td align="center">0</td>
<td align="center">112.1</td>
<td align="center">112.1</td>
<td align="center">0.03</td>
<td align="center">-1.5</td>
</tr>
<tr class="even">
<td align="center"><strong>spouses</strong></td>
<td align="center">79895</td>
<td align="center">0.62</td>
<td align="center">0.7</td>
<td align="center">1</td>
<td align="center">0.52</td>
<td align="center">1.48</td>
<td align="center">0</td>
<td align="center">6</td>
<td align="center">6</td>
<td align="center">0.94</td>
<td align="center">0.84</td>
</tr>
<tr class="odd">
<td align="center"><strong>children</strong></td>
<td align="center">79895</td>
<td align="center">3.91</td>
<td align="center">5.13</td>
<td align="center">0</td>
<td align="center">3.1</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">31</td>
<td align="center">31</td>
<td align="center">1.03</td>
<td align="center">-0.11</td>
</tr>
<tr class="even">
<td align="center"><strong>grandchildren</strong></td>
<td align="center">79895</td>
<td align="center">12.52</td>
<td align="center">21.61</td>
<td align="center">0</td>
<td align="center">7.45</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">174</td>
<td align="center">174</td>
<td align="center">2.11</td>
<td align="center">4.62</td>
</tr>
<tr class="odd">
<td align="center"><strong>byear</strong></td>
<td align="center">79895</td>
<td align="center">1715</td>
<td align="center">18.7</td>
<td align="center">1719</td>
<td align="center">1716</td>
<td align="center">19.27</td>
<td align="center">1670</td>
<td align="center">1739</td>
<td align="center">69</td>
<td align="center">-0.64</td>
<td align="center">-0.62</td>
</tr>
<tr class="even">
<td align="center"><strong>byear.Father</strong></td>
<td align="center">70035</td>
<td align="center">1678</td>
<td align="center">21.08</td>
<td align="center">1681</td>
<td align="center">1680</td>
<td align="center">22.24</td>
<td align="center">1599</td>
<td align="center">1720</td>
<td align="center">121</td>
<td align="center">-0.5</td>
<td align="center">-0.59</td>
</tr>
<tr class="odd">
<td align="center"><strong>age_at_1st_child</strong></td>
<td align="center">37445</td>
<td align="center">26.29</td>
<td align="center">6.12</td>
<td align="center">25.3</td>
<td align="center">25.66</td>
<td align="center">5.22</td>
<td align="center">13.01</td>
<td align="center">81.2</td>
<td align="center">68.19</td>
<td align="center">1.41</td>
<td align="center">4.02</td>
</tr>
<tr class="even">
<td align="center"><strong>age_at_last_child</strong></td>
<td align="center">37445</td>
<td align="center">40.66</td>
<td align="center">8.85</td>
<td align="center">41.16</td>
<td align="center">40.62</td>
<td align="center">7.14</td>
<td align="center">13.84</td>
<td align="center">85.44</td>
<td align="center">71.6</td>
<td align="center">0.14</td>
<td align="center">0.67</td>
</tr>
</tbody>
</table>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">describeBin</span>(rpqa<span class="fl">.1</span>[, <span class="kw">list</span>(survive1y, surviveR, ever_married)])</code></pre></div>
<table style="width:50%;">
<colgroup>
<col width="26%" />
<col width="8%" />
<col width="9%" />
<col width="5%" />
</colgroup>
<thead>
<tr class="header">
<th align="center"> </th>
<th align="center">n</th>
<th align="center">mean</th>
<th align="center">sd</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="center"><strong>survive1y</strong></td>
<td align="center">71311</td>
<td align="center">0.81</td>
<td align="center">0.15</td>
</tr>
<tr class="even">
<td align="center"><strong>surviveR</strong></td>
<td align="center">71311</td>
<td align="center">0.71</td>
<td align="center">0.21</td>
</tr>
<tr class="odd">
<td align="center"><strong>ever_married</strong></td>
<td align="center">79895</td>
<td align="center">0.51</td>
<td align="center">0.25</td>
</tr>
</tbody>
</table>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">pander</span>(<span class="kw">xtabs</span>(~<span class="st"> </span>paternal_loss, rpqa<span class="fl">.1</span>), <span class="dt">caption =</span> <span class="st">"Paternal loss at age"</span>)</code></pre></div>
<table>
<caption>Paternal loss at age</caption>
<colgroup>
<col width="7%" />
<col width="7%" />
<col width="7%" />
<col width="7%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
</colgroup>
<thead>
<tr class="header">
<th align="center">later</th>
<th align="center">[0,1]</th>
<th align="center">(1,5]</th>
<th align="center">(5,10]</th>
<th align="center">(10,15]</th>
<th align="center">(15,20]</th>
<th align="center">(20,25]</th>
<th align="center">(25,30]</th>
<th align="center">(30,35]</th>
<th align="center">(35,40]</th>
<th align="center">(40,45]</th>
<th align="center">unclear</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="center">9638</td>
<td align="center">1379</td>
<td align="center">2763</td>
<td align="center">4010</td>
<td align="center">4818</td>
<td align="center">5691</td>
<td align="center">6705</td>
<td align="center">7161</td>
<td align="center">7203</td>
<td align="center">6986</td>
<td align="center">4865</td>
<td align="center">18676</td>
</tr>
</tbody>
</table>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">pander</span>(<span class="kw">xtabs</span>(~<span class="st"> </span>maternal_loss, rpqa<span class="fl">.1</span>), <span class="dt">caption =</span> <span class="st">"Maternal loss at age"</span>)</code></pre></div>
<table>
<caption>Maternal loss at age</caption>
<colgroup>
<col width="7%" />
<col width="7%" />
<col width="7%" />
<col width="7%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
<col width="8%" />
</colgroup>
<thead>
<tr class="header">
<th align="center">later</th>
<th align="center">[0,1]</th>
<th align="center">(1,5]</th>
<th align="center">(5,10]</th>
<th align="center">(10,15]</th>
<th align="center">(15,20]</th>
<th align="center">(20,25]</th>
<th align="center">(25,30]</th>
<th align="center">(30,35]</th>
<th align="center">(35,40]</th>
<th align="center">(40,45]</th>
<th align="center">unclear</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="center">19332</td>
<td align="center">1468</td>
<td align="center">3018</td>
<td align="center">3800</td>
<td align="center">3934</td>
<td align="center">4044</td>
<td align="center">4350</td>
<td align="center">5017</td>
<td align="center">6152</td>
<td align="center">7018</td>
<td align="center">5699</td>
<td align="center">16063</td>
</tr>
</tbody>
</table>
</div>
<div id="number-of-families-with-varying-numbers-of-siblings-available-for-comparison" class="section level3">
<h3>Number of families with varying numbers of siblings available for comparison</h3>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">crosstabs</span>(rpqa[!<span class="kw">duplicated</span>(idParents), ]$nr.siblings)</code></pre></div>
<table style="width:100%;">
<colgroup>
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
<col width="4%" />
</colgroup>
<thead>
<tr class="header">
<th align="center">0</th>
<th align="center">1</th>
<th align="center">2</th>
<th align="center">3</th>
<th align="center">4</th>
<th align="center">5</th>
<th align="center">6</th>
<th align="center">7</th>
<th align="center">8</th>
<th align="center">9</th>
<th align="center">10</th>
<th align="center">11</th>
<th align="center">12</th>
<th align="center">13</th>
<th align="center">14</th>
<th align="center">15</th>
<th align="center">16</th>
<th align="center">17</th>
<th align="center">18</th>
<th align="center">19</th>
<th align="center">20</th>
<th align="center">21</th>
<th align="center">22</th>
<th align="center">NA</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="center">17055</td>
<td align="center">6596</td>
<td align="center">6005</td>
<td align="center">5479</td>
<td align="center">5156</td>
<td align="center">4782</td>
<td align="center">4544</td>
<td align="center">4330</td>
<td align="center">4205</td>
<td align="center">4005</td>
<td align="center">3527</td>
<td align="center">2819</td>
<td align="center">2076</td>
<td align="center">1494</td>
<td align="center">990</td>
<td align="center">623</td>
<td align="center">342</td>
<td align="center">205</td>
<td align="center">90</td>
<td align="center">45</td>
<td align="center">16</td>
<td align="center">4</td>
<td align="center">6</td>
<td align="center">1</td>
</tr>
</tbody>
</table>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">qplot</span>(rpqa[!<span class="kw">duplicated</span>(idParents), ]$nr.siblings, <span class="dt">binwidth =</span> <span class="dv">1</span>) +<span class="st"> </span><span class="kw">xlab</span>(<span class="st">"Number of siblings per family"</span>) +<span class="st"> </span>desc_theme</code></pre></div>
<p><img src="1_rpqa_descriptives_files/figure-html/unnamed-chunk-3-1.png" /></p>
</div>
</div>
<div id="missingness-patterns" class="section level2">
<h2>Missingness patterns</h2>
<p>The first table shows the number of missings per variable, the second table, using the indexes from the first, shows missings in which variables tend to occur together. Most variables of interest in this study are derived from these dates and so these patterns can show many cases did not have the data to calculate e.g. paternal loss (those lacking either the father’s death date, the anchor’s birth date or both).</p>
<div class="sourceCode"><pre class="sourceCode r"><code class="sourceCode r"><span class="kw">pander_escape</span>(<span class="kw">missingness_patterns</span>(rpqa[, <span class="kw">list</span>(
bdate, ddate, bdate.Father, ddate.Father, bdate.Mother, ddate.Mother
)]))</code></pre></div>
<pre><code>## index col missings
## 1 ddate 214777
## 2 ddate.Mother 139108
## 3 ddate.Father 131403
## 4 bdate.Father 57833
## 5 bdate.Mother 54978
## 6 bdate 31906</code></pre>
<table style="width:58%;">
<colgroup>
<col width="31%" />
<col width="9%" />
<col width="16%" />
</colgroup>
<thead>
<tr class="header">
<th align="center">Pattern</th>
<th align="center">Freq</th>
<th align="center">Culprit</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="center">___________</td>
<td align="center">166503</td>
<td align="center">_</td>
</tr>
<tr class="even">
<td align="center">1__________</td>
<td align="center">102985</td>
<td align="center">ddate</td>
</tr>
<tr class="odd">
<td align="center">1_2________</td>
<td align="center">28009</td>
<td align="center"></td>
</tr>
<tr class="even">
<td align="center">1_2_3_4_5_6</td>
<td align="center">24048</td>
<td align="center"></td>
</tr>
<tr class="odd">
<td align="center">1_2_3______</td>
<td align="center">22747</td>
<td align="center"></td>
</tr>
<tr class="even">
<td align="center">____3______</td>
<td align="center">21009</td>
<td align="center">ddate.Father</td>
</tr>
<tr class="odd">
<td align="center">__2________</td>
<td align="center">19750</td>
<td align="center">ddate.Mother</td>
</tr>
<tr class="even">
<td align="center">1___3______</td>
<td align="center">17574</td>
<td align="center"></td>
</tr>
<tr class="odd">
<td align="center">__2_3_4_5__</td>
<td align="center">13719</td>
<td align="center"></td>
</tr>
<tr class="even">
<td align="center">__2_3______</td>
<td align="center">11033</td>
<td align="center"></td>
</tr>
<tr class="odd">
<td align="center">1_2_3_4_5__</td>
<td align="center">6846</td>
<td align="center"></td>
</tr>
<tr class="even">
<td align="center">__2_3_4_5_6</td>
<td align="center">2697</td>
<td align="center"></td>
</tr>
<tr class="odd">
<td align="center">____3_4____</td>
<td align="center">2465</td>