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<div id="header">
<h1 class="title toc-ignore">Descriptive Stats</h1>
<h4 class="author">Jesse Lecy</h4>
</div>
<div id="TOC">
<ul>
<li><a href="#setup">SETUP</a></li>
<li><a href="#load-data">LOAD DATA</a></li>
<li><a href="#descriptive-statistics">DESCRIPTIVE STATISTICS</a>
<ul>
<li><a href="#table-of-spells">Table of Spells</a></li>
<li><a href="#organizations-by-year">Organizations by Year</a></li>
<li><a href="#when-do-orgs-professionalize">when do orgs
professionalize</a></li>
</ul></li>
<li><a href="#stargazer-descriptives">STARGAZER DESCRIPTIVES</a></li>
</ul>
</div>
<div id="setup" class="section level1">
<h1>SETUP</h1>
<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>( foreign )</span>
<span id="cb1-2"><a href="#cb1-2" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>( memisc )</span>
<span id="cb1-3"><a href="#cb1-3" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>( knitr )</span>
<span id="cb1-4"><a href="#cb1-4" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>( dplyr )</span>
<span id="cb1-5"><a href="#cb1-5" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>( xtable )</span>
<span id="cb1-6"><a href="#cb1-6" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>( stargazer )</span>
<span id="cb1-7"><a href="#cb1-7" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>( broom)</span>
<span id="cb1-8"><a href="#cb1-8" aria-hidden="true" tabindex="-1"></a><span class="fu">library</span>( pander )</span></code></pre></div>
</div>
<div id="load-data" class="section level1">
<h1>LOAD DATA</h1>
<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb2-1"><a href="#cb2-1" aria-hidden="true" tabindex="-1"></a>dat <span class="ot"><-</span> <span class="fu">readRDS</span>( <span class="st">"./Data/CompleteHazardSpells.rds"</span> )</span>
<span id="cb2-2"><a href="#cb2-2" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb2-3"><a href="#cb2-3" aria-hidden="true" tabindex="-1"></a><span class="co"># lapply( dat, class )</span></span>
<span id="cb2-4"><a href="#cb2-4" aria-hidden="true" tabindex="-1"></a> </span>
<span id="cb2-5"><a href="#cb2-5" aria-hidden="true" tabindex="-1"></a><span class="co"># head( dat, 25 ) %>% pander</span></span></code></pre></div>
</div>
<div id="descriptive-statistics" class="section level1">
<h1>DESCRIPTIVE STATISTICS</h1>
<div id="table-of-spells" class="section level2">
<h2>Table of Spells</h2>
<div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1" aria-hidden="true" tabindex="-1"></a><span class="co"># num of times each org occurs in dataset</span></span>
<span id="cb3-2"><a href="#cb3-2" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb3-3"><a href="#cb3-3" aria-hidden="true" tabindex="-1"></a><span class="fu">table</span>( <span class="fu">table</span>( dat<span class="sc">$</span>ein)) <span class="sc">%>%</span> <span class="fu">pander</span>()</span></code></pre></div>
<table style="width:56%;">
<colgroup>
<col width="9%" />
<col width="9%" />
<col width="9%" />
<col width="9%" />
<col width="8%" />
<col width="8%" />
</colgroup>
<thead>
<tr class="header">
<th align="center">1</th>
<th align="center">2</th>
<th align="center">3</th>
<th align="center">4</th>
<th align="center">5</th>
<th align="center">6</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="center">1535</td>
<td align="center">2384</td>
<td align="center">1450</td>
<td align="center">1010</td>
<td align="center">857</td>
<td align="center">508</td>
</tr>
</tbody>
</table>
</div>
<div id="organizations-by-year" class="section level2">
<h2>Organizations by Year</h2>
<div class="sourceCode" id="cb4"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb4-1"><a href="#cb4-1" aria-hidden="true" tabindex="-1"></a><span class="fu">table</span>( dat<span class="sc">$</span>fisyr ) <span class="sc">%>%</span> pander</span></code></pre></div>
<table style="width:58%;">
<colgroup>
<col width="9%" />
<col width="9%" />
<col width="9%" />
<col width="9%" />
<col width="9%" />
<col width="9%" />
</colgroup>
<thead>
<tr class="header">
<th align="center">1998</th>
<th align="center">1999</th>
<th align="center">2000</th>
<th align="center">2001</th>
<th align="center">2002</th>
<th align="center">2003</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="center">2986</td>
<td align="center">4489</td>
<td align="center">4176</td>
<td align="center">3910</td>
<td align="center">3342</td>
<td align="center">3123</td>
</tr>
</tbody>
</table>
</div>
<div id="when-do-orgs-professionalize" class="section level2">
<h2>when do orgs professionalize</h2>
<div class="sourceCode" id="cb5"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb5-1"><a href="#cb5-1" aria-hidden="true" tabindex="-1"></a><span class="fu">table</span>( dat<span class="sc">$</span>fisyr, dat<span class="sc">$</span>prof ) <span class="sc">%>%</span> pander</span></code></pre></div>
<table style="width:35%;">
<colgroup>
<col width="15%" />
<col width="9%" />
<col width="9%" />
</colgroup>
<thead>
<tr class="header">
<th align="center"> </th>
<th align="center">0</th>
<th align="center">1</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="center"><strong>1998</strong></td>
<td align="center">2986</td>
<td align="center">0</td>
</tr>
<tr class="even">
<td align="center"><strong>1999</strong></td>
<td align="center">3873</td>
<td align="center">616</td>
</tr>
<tr class="odd">
<td align="center"><strong>2000</strong></td>
<td align="center">3494</td>
<td align="center">682</td>
</tr>
<tr class="even">
<td align="center"><strong>2001</strong></td>
<td align="center">3411</td>
<td align="center">499</td>
</tr>
<tr class="odd">
<td align="center"><strong>2002</strong></td>
<td align="center">2990</td>
<td align="center">352</td>
</tr>
<tr class="even">
<td align="center"><strong>2003</strong></td>
<td align="center">2815</td>
<td align="center">308</td>
</tr>
</tbody>
</table>
<div class="sourceCode" id="cb6"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb6-1"><a href="#cb6-1" aria-hidden="true" tabindex="-1"></a><span class="fu">round</span>( <span class="fu">prop.table</span>( <span class="fu">table</span>( dat<span class="sc">$</span>fisyr, dat<span class="sc">$</span>prof ), <span class="at">margin=</span><span class="dv">1</span> ), <span class="dv">3</span> ) <span class="sc">%>%</span> pander</span></code></pre></div>
<table style="width:38%;">
<colgroup>
<col width="15%" />
<col width="11%" />
<col width="11%" />
</colgroup>
<thead>
<tr class="header">
<th align="center"> </th>
<th align="center">0</th>
<th align="center">1</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="center"><strong>1998</strong></td>
<td align="center">1</td>
<td align="center">0</td>
</tr>
<tr class="even">
<td align="center"><strong>1999</strong></td>
<td align="center">0.863</td>
<td align="center">0.137</td>
</tr>
<tr class="odd">
<td align="center"><strong>2000</strong></td>
<td align="center">0.837</td>
<td align="center">0.163</td>
</tr>
<tr class="even">
<td align="center"><strong>2001</strong></td>
<td align="center">0.872</td>
<td align="center">0.128</td>
</tr>
<tr class="odd">
<td align="center"><strong>2002</strong></td>
<td align="center">0.895</td>
<td align="center">0.105</td>
</tr>
<tr class="even">
<td align="center"><strong>2003</strong></td>
<td align="center">0.901</td>
<td align="center">0.099</td>
</tr>
</tbody>
</table>
</div>
</div>
<div id="stargazer-descriptives" class="section level1">
<h1>STARGAZER DESCRIPTIVES</h1>
<div class="sourceCode" id="cb7"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb7-1"><a href="#cb7-1" aria-hidden="true" tabindex="-1"></a><span class="co"># results='asis'</span></span>
<span id="cb7-2"><a href="#cb7-2" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb7-3"><a href="#cb7-3" aria-hidden="true" tabindex="-1"></a><span class="co"># "max" maximum</span></span>
<span id="cb7-4"><a href="#cb7-4" aria-hidden="true" tabindex="-1"></a><span class="co"># "mean" mean</span></span>
<span id="cb7-5"><a href="#cb7-5" aria-hidden="true" tabindex="-1"></a><span class="co"># "median" median</span></span>
<span id="cb7-6"><a href="#cb7-6" aria-hidden="true" tabindex="-1"></a><span class="co"># "min" minimum</span></span>
<span id="cb7-7"><a href="#cb7-7" aria-hidden="true" tabindex="-1"></a><span class="co"># "n" number of observations</span></span>
<span id="cb7-8"><a href="#cb7-8" aria-hidden="true" tabindex="-1"></a><span class="co"># "p25" 25th percentile</span></span>
<span id="cb7-9"><a href="#cb7-9" aria-hidden="true" tabindex="-1"></a><span class="co"># "p75" 75th percentile</span></span>
<span id="cb7-10"><a href="#cb7-10" aria-hidden="true" tabindex="-1"></a><span class="co"># "sd" standard deviation</span></span>
<span id="cb7-11"><a href="#cb7-11" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb7-12"><a href="#cb7-12" aria-hidden="true" tabindex="-1"></a>dd <span class="ot"><-</span> dat[ , <span class="fu">c</span>(<span class="st">"prof"</span>,<span class="st">"Accrual"</span>,<span class="st">"GovtMoneyRat"</span>,<span class="st">"UNAgrand"</span>,<span class="st">"FixedCostRat"</span>,</span>
<span id="cb7-13"><a href="#cb7-13" aria-hidden="true" tabindex="-1"></a> <span class="st">"SurplusRat_ndrop_w892"</span>,<span class="st">"EqRat_w_K"</span>,<span class="st">"ProfFundFeeYes"</span>,</span>
<span id="cb7-14"><a href="#cb7-14" aria-hidden="true" tabindex="-1"></a> <span class="st">"FS_Totrev_adj"</span>,<span class="st">"HHI"</span>) ]</span>
<span id="cb7-15"><a href="#cb7-15" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb7-16"><a href="#cb7-16" aria-hidden="true" tabindex="-1"></a></span>
<span id="cb7-17"><a href="#cb7-17" aria-hidden="true" tabindex="-1"></a><span class="fu">stargazer</span>( dd, <span class="at">digits=</span><span class="dv">4</span>,</span>
<span id="cb7-18"><a href="#cb7-18" aria-hidden="true" tabindex="-1"></a> <span class="at">type =</span> <span class="st">"html"</span>, <span class="at">out=</span><span class="st">"./Results/DescriptiveStatistics.doc"</span>, </span>
<span id="cb7-19"><a href="#cb7-19" aria-hidden="true" tabindex="-1"></a> <span class="at">title=</span><span class="st">"Descriptive Statistics"</span>,</span>
<span id="cb7-20"><a href="#cb7-20" aria-hidden="true" tabindex="-1"></a> <span class="at">summary.stat =</span> <span class="fu">c</span>( <span class="st">"min"</span>, <span class="st">"median"</span>, <span class="st">"mean"</span>, <span class="st">"max"</span>, <span class="st">"sd"</span> ) )</span></code></pre></div>
<table style="text-align:center">
<caption>
<strong>Descriptive Statistics</strong>
</caption>
<tr>
<td colspan="6" style="border-bottom: 1px solid black">
</td>
</tr>
<tr>
<td style="text-align:left">
Statistic
</td>
<td>
Min
</td>
<td>
Median
</td>
<td>
Mean
</td>
<td>
Max
</td>
<td>
St. Dev.
</td>
</tr>
<tr>
<td colspan="6" style="border-bottom: 1px solid black">
</td>
</tr>
<tr>
<td style="text-align:left">
prof
</td>
<td>
0
</td>
<td>
0
</td>
<td>
0.1115
</td>
<td>
1
</td>
<td>
0.3148
</td>
</tr>
<tr>
<td style="text-align:left">
Accrual
</td>
<td>
0
</td>
<td>
0
</td>
<td>
0.2162
</td>
<td>
1
</td>
<td>
0.4116
</td>
</tr>
<tr>
<td style="text-align:left">
GovtMoneyRat
</td>
<td>
0.0000
</td>
<td>
0.0000
</td>
<td>
0.0421
</td>
<td>
1.0000
</td>
<td>
0.1699
</td>
</tr>
<tr>
<td style="text-align:left">
UNAgrand
</td>
<td>
-4,631
</td>
<td>
0
</td>
<td>
18.3223
</td>
<td>
21,027
</td>
<td>
199.7073
</td>
</tr>
<tr>
<td style="text-align:left">
FixedCostRat
</td>
<td>
0
</td>
<td>
0
</td>
<td>
0.0356
</td>
<td>
1
</td>
<td>
0.1126
</td>
</tr>
<tr>
<td style="text-align:left">
SurplusRat_ndrop_w892
</td>
<td>
-6.7684
</td>
<td>
-0.2498
</td>
<td>
-2.1275
</td>
<td>
0.3798
</td>
<td>
2.9796
</td>
</tr>
<tr>
<td style="text-align:left">
EqRat_w_K
</td>
<td>
0.0000
</td>
<td>
4.1733
</td>
<td>
29.6149
</td>
<td>
2,605.1730
</td>
<td>
91.1213
</td>
</tr>
<tr>
<td style="text-align:left">
ProfFundFeeYes
</td>
<td>
0
</td>
<td>
0
</td>
<td>
0.0253
</td>
<td>
1
</td>
<td>
0.1570
</td>
</tr>
<tr>
<td style="text-align:left">
FS_Totrev_adj
</td>
<td>
0.0000
</td>
<td>
34,730.8800
</td>
<td>
58,447.4900
</td>
<td>
45,324,067.0000
</td>
<td>
392,621.0000
</td>
</tr>
<tr>
<td style="text-align:left">
HHI
</td>
<td>
0.0000
</td>
<td>
0.8477
</td>
<td>
0.6760
</td>
<td>
1.0000
</td>
<td>
0.3774
</td>
</tr>
<tr>
<td colspan="6" style="border-bottom: 1px solid black">
</td>
</tr>
</table>
</div>
</div>
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