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<img src="" class="logo" alt=""><h1>Toolbox</h1>
<small class="dont-index">Source: <a href="https://github.com/agdamsbo/stRoke/blob/HEAD/vignettes/toolbox.Rmd" class="external-link"><code>vignettes/toolbox.Rmd</code></a></small>
<div class="d-none name"><code>toolbox.Rmd</code></div>
</div>
<div class="sourceCode" id="cb1"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">library</a></span><span class="op">(</span><span class="va"><a href="https://agdamsbo.github.io/stRoke/" class="external-link">stRoke</a></span><span class="op">)</span></span></code></pre></div>
<div class="section level2">
<h2 id="a-toolbox">A toolbox<a class="anchor" aria-label="anchor" href="#a-toolbox"></a>
</h2>
<p>My own toolbox in my small workshop is a mix of some old, worn, well
proven tools and some newcomers. This package should be seen as
something like that.</p>
<p>I have tried to collect tools and functions from other packages that
I use regularly in addition to functions that I have written myself to
fill use cases, that I have not been able to find solutions to
elsewhere.</p>
<p>In documenting and testing the package, I have used <a href="https://beta.openai.com/overview" class="external-link">OpenAIs</a> chatgpt with <a href="https://jameshwade.github.io/gpttools/" class="external-link">gpttools</a>. The chatgpt
is an interesting tool, that is in no way perfect, but it helps with
tedious tasks. Both <code>gpttools</code> and <a href="https://michelnivard.github.io/gptstudio/" class="external-link"><code>gptstudio</code></a>
are interesting implementations in R and RStudio.</p>
<div class="section level3">
<h3 id="cpr-intro">CPR manipulations<a class="anchor" aria-label="anchor" href="#cpr-intro"></a>
</h3>
<p>Note that, if handled, CPR numbers (social security numbers) should
be handled with care as they a considered highly sensitive data.</p>
<p>The CPR number is structured as <em>DDMMYY-XXXX</em>, with the 1st
<em>X</em> designating decade of birth, the last <em>X</em> designate
binary gender (not biological sex) dependent on even/uneven as
female/male, and the last for digits are used in a modulus calculation
to verify the validity of the CPR number. Foreigners and unidentified
persons are given temporary CPR numbers including letters.</p>
<p>More information can be found on <a href="https://cpr.dk" class="external-link">cpr.dk</a>.</p>
<p>Note, that all CPR numbers used in examples are publicly known or
non-organic.</p>
<div class="section level4">
<h4 id="age_calc">age_calc()<a class="anchor" aria-label="anchor" href="#age_calc"></a>
</h4>
<p>The age_calc() function was created as a learning exercise and
functions similarly to <code><a href="https://lubridate.tidyverse.org/reference/time_length.html" class="external-link">lubridate::time_length()</a></code>.</p>
<div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="op">(</span><span class="va">age</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/age_calc.html">age_calc</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/as.Date.html" class="external-link">as.Date</a></span><span class="op">(</span><span class="st">"1945-10-23"</span><span class="op">)</span>, <span class="fu"><a href="https://rdrr.io/r/base/as.Date.html" class="external-link">as.Date</a></span><span class="op">(</span><span class="st">"2018-09-30"</span><span class="op">)</span><span class="op">)</span><span class="op">)</span></span>
<span><span class="co">#&gt; [1] 72.93699</span></span>
<span><span class="fu"><a href="https://rdrr.io/r/base/Round.html" class="external-link">trunc</a></span><span class="op">(</span><span class="va">age</span><span class="op">)</span></span>
<span><span class="co">#&gt; [1] 72</span></span></code></pre></div>
</div>
<div class="section level4">
<h4 id="cpr_check">cpr_check()<a class="anchor" aria-label="anchor" href="#cpr_check"></a>
</h4>
<p>Checks validity of CPR numbers according to the <a href="https://cpr.dk/cpr-systemet/opbygning-af-cpr-nummeret" class="external-link">modulus 11
rule</a>. Note that due to limitations in the possible available CPR
numbers, this rule <a href="https://cpr.dk/cpr-systemet/personnumre-uden-kontrolciffer-modulus-11-kontrol" class="external-link">does
not apply to all CPR numbers after 2007</a>.</p>
<div class="sourceCode" id="cb3"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/cpr_check.html">cpr_check</a></span><span class="op">(</span></span>
<span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span></span>
<span> <span class="st">"2310450637"</span>,</span>
<span> <span class="st">"010190-2000"</span>,</span>
<span> <span class="st">"010115-4000"</span>,</span>
<span> <span class="st">"300450-1030"</span>,</span>
<span> <span class="st">"010150-4021"</span>,</span>
<span> <span class="st">"010150-4AA1"</span></span>
<span> <span class="op">)</span></span>
<span><span class="op">)</span></span>
<span><span class="co">#&gt; OBS: as per 2007 not all valid CPR numbers apply to modulus 11 rule.</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; See the vignette 'Toolbox'</span></span>
<span><span class="co">#&gt; Warning in matrix(as.numeric(unlist(strsplit(cpr_short, ""))), nrow = 10): NAs</span></span>
<span><span class="co">#&gt; introduced by coercion</span></span>
<span><span class="co">#&gt; [1] TRUE FALSE FALSE FALSE FALSE NA</span></span></code></pre></div>
<p>Including CPR numbers with letters gives a warning and
<code>NA</code>, as it can not be checked by the modulus 11 function.
Should be used with care, see the message.</p>
</div>
<div class="section level4">
<h4 id="cpr_dob">cpr_dob()<a class="anchor" aria-label="anchor" href="#cpr_dob"></a>
</h4>
<p>Extracts date of birth (DOB) from a CPR number. Accounts for the
decade of birth. <a href="#cpr-intro">See earlier</a>.</p>
<div class="sourceCode" id="cb4"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/cpr_dob.html">cpr_dob</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span></span>
<span> <span class="st">"2310450637"</span>,</span>
<span> <span class="st">"010190-2000"</span>,</span>
<span> <span class="st">"010115-4000"</span>,</span>
<span> <span class="st">"300450-1030"</span>,</span>
<span> <span class="st">"010150-4021"</span></span>
<span><span class="op">)</span><span class="op">)</span></span>
<span><span class="co">#&gt; [1] "23-10-1945" "01-01-1990" "01-01-2015" "30-04-1950" "01-01-1950"</span></span></code></pre></div>
</div>
<div class="section level4">
<h4 id="cpr_female">cpr_female()<a class="anchor" aria-label="anchor" href="#cpr_female"></a>
</h4>
<p>Gives logical vector of whether female gender from last digit of
CPR.</p>
<div class="sourceCode" id="cb5"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/base/table.html" class="external-link">table</a></span><span class="op">(</span><span class="fu"><a href="../reference/cpr_female.html">cpr_female</a></span><span class="op">(</span><span class="fu">stRoke</span><span class="fu">::</span><span class="va"><a href="../reference/cprs.html">cprs</a></span><span class="op">[</span>, <span class="fl">1</span><span class="op">]</span><span class="op">)</span><span class="op">)</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; FALSE TRUE </span></span>
<span><span class="co">#&gt; 98 102</span></span></code></pre></div>
</div>
</div>
<div class="section level3">
<h3 id="plotting">Plotting<a class="anchor" aria-label="anchor" href="#plotting"></a>
</h3>
<div class="section level4">
<h4 id="ci_plot">ci_plot()<a class="anchor" aria-label="anchor" href="#ci_plot"></a>
</h4>
<p>Plots odds ratios with 95 % confidence intervals. Performs binary
logistic regression for outcome factors with two (2) levels and ordinal
logistic regression for outcome factors with more than two levels. Mind
relevant assumptions.</p>
<p>Outputs ggplot element for further manipulation.</p>
<div class="sourceCode" id="cb6"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/data.html" class="external-link">data</a></span><span class="op">(</span><span class="va">talos</span><span class="op">)</span></span>
<span><span class="va">talos</span><span class="op">[</span>, <span class="st">"mrs_1"</span><span class="op">]</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/factor.html" class="external-link">factor</a></span><span class="op">(</span><span class="va">talos</span><span class="op">[</span>, <span class="st">"mrs_1"</span><span class="op">]</span>, ordered <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span>
<span><span class="fu"><a href="../reference/ci_plot.html">ci_plot</a></span><span class="op">(</span></span>
<span> ds <span class="op">=</span> <span class="va">talos</span>,</span>
<span> x <span class="op">=</span> <span class="st">"rtreat"</span>,</span>
<span> y <span class="op">=</span> <span class="st">"mrs_1"</span>,</span>
<span> vars <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"hypertension"</span>, <span class="st">"diabetes"</span><span class="op">)</span></span>
<span><span class="op">)</span></span>
<span><span class="co">#&gt; Waiting for profiling to be done...</span></span></code></pre></div>
<p><img src="toolbox_files/figure-html/ci_plot-example-1.png" width="700"></p>
</div>
<div class="section level4">
<h4 id="generic_stroke">generic_stroke()<a class="anchor" aria-label="anchor" href="#generic_stroke"></a>
</h4>
<p>For learning purposes. Uses annonymized data from the <a href="https://doi.org/10.1161/STROKEAHA.117.020067" class="external-link">TALOS trial</a> to
output a Table 1 (with <code><a href="https://www.danieldsjoberg.com/gtsummary/reference/tbl_summary.html" class="external-link">gtsummary::tbl_summary()</a></code>), plotting
the so-called grotta-bars based on mRS scores (with
<code><a href="https://rdrr.io/pkg/rankinPlot/man/grottaBar.html" class="external-link">rankinPlot::grottaBar()</a></code>) and a ordinal logistic regression
model plot (with <code><a href="../reference/ci_plot.html">stRoke::ci_plot()</a></code>).</p>
<div class="sourceCode" id="cb7"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/generic_stroke.html">generic_stroke</a></span><span class="op">(</span><span class="fu">stRoke</span><span class="fu">::</span><span class="va"><a href="../reference/talos.html">talos</a></span>,</span>
<span> <span class="st">"rtreat"</span>,</span>
<span> <span class="st">"mrs_6"</span>,</span>
<span> variables <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"hypertension"</span>, <span class="st">"diabetes"</span>, <span class="st">"civil"</span><span class="op">)</span><span class="op">)</span></span>
<span><span class="co">#&gt; Waiting for profiling to be done...</span></span>
<span><span class="co">#&gt; $`Table 1`</span></span>
<span><span class="co">#&gt; &lt;div id="oxsdboznol" style="padding-left:0px;padding-right:0px;padding-top:10px;padding-bottom:10px;overflow-x:auto;overflow-y:auto;width:auto;height:auto;"&gt;</span></span>
<span><span class="co">#&gt; &lt;style&gt;html {</span></span>
<span><span class="co">#&gt; font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_table {</span></span>
<span><span class="co">#&gt; display: table;</span></span>
<span><span class="co">#&gt; border-collapse: collapse;</span></span>
<span><span class="co">#&gt; margin-left: auto;</span></span>
<span><span class="co">#&gt; margin-right: auto;</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; font-size: 16px;</span></span>
<span><span class="co">#&gt; font-weight: normal;</span></span>
<span><span class="co">#&gt; font-style: normal;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; width: auto;</span></span>
<span><span class="co">#&gt; border-top-style: solid;</span></span>
<span><span class="co">#&gt; border-top-width: 2px;</span></span>
<span><span class="co">#&gt; border-top-color: #A8A8A8;</span></span>
<span><span class="co">#&gt; border-right-style: none;</span></span>
<span><span class="co">#&gt; border-right-width: 2px;</span></span>
<span><span class="co">#&gt; border-right-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-bottom-style: solid;</span></span>
<span><span class="co">#&gt; border-bottom-width: 2px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #A8A8A8;</span></span>
<span><span class="co">#&gt; border-left-style: none;</span></span>
<span><span class="co">#&gt; border-left-width: 2px;</span></span>
<span><span class="co">#&gt; border-left-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_heading {</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; text-align: center;</span></span>
<span><span class="co">#&gt; border-bottom-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; border-left-style: none;</span></span>
<span><span class="co">#&gt; border-left-width: 1px;</span></span>
<span><span class="co">#&gt; border-left-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-right-style: none;</span></span>
<span><span class="co">#&gt; border-right-width: 1px;</span></span>
<span><span class="co">#&gt; border-right-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_caption {</span></span>
<span><span class="co">#&gt; padding-top: 4px;</span></span>
<span><span class="co">#&gt; padding-bottom: 4px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_title {</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; font-size: 125%;</span></span>
<span><span class="co">#&gt; font-weight: initial;</span></span>
<span><span class="co">#&gt; padding-top: 4px;</span></span>
<span><span class="co">#&gt; padding-bottom: 4px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; border-bottom-width: 0;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_subtitle {</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; font-size: 85%;</span></span>
<span><span class="co">#&gt; font-weight: initial;</span></span>
<span><span class="co">#&gt; padding-top: 0;</span></span>
<span><span class="co">#&gt; padding-bottom: 6px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; border-top-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; border-top-width: 0;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_bottom_border {</span></span>
<span><span class="co">#&gt; border-bottom-style: solid;</span></span>
<span><span class="co">#&gt; border-bottom-width: 2px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_col_headings {</span></span>
<span><span class="co">#&gt; border-top-style: solid;</span></span>
<span><span class="co">#&gt; border-top-width: 2px;</span></span>
<span><span class="co">#&gt; border-top-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-bottom-style: solid;</span></span>
<span><span class="co">#&gt; border-bottom-width: 2px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-left-style: none;</span></span>
<span><span class="co">#&gt; border-left-width: 1px;</span></span>
<span><span class="co">#&gt; border-left-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-right-style: none;</span></span>
<span><span class="co">#&gt; border-right-width: 1px;</span></span>
<span><span class="co">#&gt; border-right-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_col_heading {</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; font-size: 100%;</span></span>
<span><span class="co">#&gt; font-weight: normal;</span></span>
<span><span class="co">#&gt; text-transform: inherit;</span></span>
<span><span class="co">#&gt; border-left-style: none;</span></span>
<span><span class="co">#&gt; border-left-width: 1px;</span></span>
<span><span class="co">#&gt; border-left-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-right-style: none;</span></span>
<span><span class="co">#&gt; border-right-width: 1px;</span></span>
<span><span class="co">#&gt; border-right-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; vertical-align: bottom;</span></span>
<span><span class="co">#&gt; padding-top: 5px;</span></span>
<span><span class="co">#&gt; padding-bottom: 6px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; overflow-x: hidden;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_column_spanner_outer {</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; font-size: 100%;</span></span>
<span><span class="co">#&gt; font-weight: normal;</span></span>
<span><span class="co">#&gt; text-transform: inherit;</span></span>
<span><span class="co">#&gt; padding-top: 0;</span></span>
<span><span class="co">#&gt; padding-bottom: 0;</span></span>
<span><span class="co">#&gt; padding-left: 4px;</span></span>
<span><span class="co">#&gt; padding-right: 4px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_column_spanner_outer:first-child {</span></span>
<span><span class="co">#&gt; padding-left: 0;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_column_spanner_outer:last-child {</span></span>
<span><span class="co">#&gt; padding-right: 0;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_column_spanner {</span></span>
<span><span class="co">#&gt; border-bottom-style: solid;</span></span>
<span><span class="co">#&gt; border-bottom-width: 2px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; vertical-align: bottom;</span></span>
<span><span class="co">#&gt; padding-top: 5px;</span></span>
<span><span class="co">#&gt; padding-bottom: 5px;</span></span>
<span><span class="co">#&gt; overflow-x: hidden;</span></span>
<span><span class="co">#&gt; display: inline-block;</span></span>
<span><span class="co">#&gt; width: 100%;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_group_heading {</span></span>
<span><span class="co">#&gt; padding-top: 8px;</span></span>
<span><span class="co">#&gt; padding-bottom: 8px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; font-size: 100%;</span></span>
<span><span class="co">#&gt; font-weight: initial;</span></span>
<span><span class="co">#&gt; text-transform: inherit;</span></span>
<span><span class="co">#&gt; border-top-style: solid;</span></span>
<span><span class="co">#&gt; border-top-width: 2px;</span></span>
<span><span class="co">#&gt; border-top-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-bottom-style: solid;</span></span>
<span><span class="co">#&gt; border-bottom-width: 2px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-left-style: none;</span></span>
<span><span class="co">#&gt; border-left-width: 1px;</span></span>
<span><span class="co">#&gt; border-left-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-right-style: none;</span></span>
<span><span class="co">#&gt; border-right-width: 1px;</span></span>
<span><span class="co">#&gt; border-right-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; vertical-align: middle;</span></span>
<span><span class="co">#&gt; text-align: left;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_empty_group_heading {</span></span>
<span><span class="co">#&gt; padding: 0.5px;</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; font-size: 100%;</span></span>
<span><span class="co">#&gt; font-weight: initial;</span></span>
<span><span class="co">#&gt; border-top-style: solid;</span></span>
<span><span class="co">#&gt; border-top-width: 2px;</span></span>
<span><span class="co">#&gt; border-top-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-bottom-style: solid;</span></span>
<span><span class="co">#&gt; border-bottom-width: 2px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; vertical-align: middle;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_from_md &gt; :first-child {</span></span>
<span><span class="co">#&gt; margin-top: 0;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_from_md &gt; :last-child {</span></span>
<span><span class="co">#&gt; margin-bottom: 0;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_row {</span></span>
<span><span class="co">#&gt; padding-top: 8px;</span></span>
<span><span class="co">#&gt; padding-bottom: 8px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; margin: 10px;</span></span>
<span><span class="co">#&gt; border-top-style: solid;</span></span>
<span><span class="co">#&gt; border-top-width: 1px;</span></span>
<span><span class="co">#&gt; border-top-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-left-style: none;</span></span>
<span><span class="co">#&gt; border-left-width: 1px;</span></span>
<span><span class="co">#&gt; border-left-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-right-style: none;</span></span>
<span><span class="co">#&gt; border-right-width: 1px;</span></span>
<span><span class="co">#&gt; border-right-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; vertical-align: middle;</span></span>
<span><span class="co">#&gt; overflow-x: hidden;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_stub {</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; font-size: 100%;</span></span>
<span><span class="co">#&gt; font-weight: initial;</span></span>
<span><span class="co">#&gt; text-transform: inherit;</span></span>
<span><span class="co">#&gt; border-right-style: solid;</span></span>
<span><span class="co">#&gt; border-right-width: 2px;</span></span>
<span><span class="co">#&gt; border-right-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_stub_row_group {</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; font-size: 100%;</span></span>
<span><span class="co">#&gt; font-weight: initial;</span></span>
<span><span class="co">#&gt; text-transform: inherit;</span></span>
<span><span class="co">#&gt; border-right-style: solid;</span></span>
<span><span class="co">#&gt; border-right-width: 2px;</span></span>
<span><span class="co">#&gt; border-right-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; vertical-align: top;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_row_group_first td {</span></span>
<span><span class="co">#&gt; border-top-width: 2px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_summary_row {</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; text-transform: inherit;</span></span>
<span><span class="co">#&gt; padding-top: 8px;</span></span>
<span><span class="co">#&gt; padding-bottom: 8px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_first_summary_row {</span></span>
<span><span class="co">#&gt; border-top-style: solid;</span></span>
<span><span class="co">#&gt; border-top-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_first_summary_row.thick {</span></span>
<span><span class="co">#&gt; border-top-width: 2px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_last_summary_row {</span></span>
<span><span class="co">#&gt; padding-top: 8px;</span></span>
<span><span class="co">#&gt; padding-bottom: 8px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; border-bottom-style: solid;</span></span>
<span><span class="co">#&gt; border-bottom-width: 2px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_grand_summary_row {</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; text-transform: inherit;</span></span>
<span><span class="co">#&gt; padding-top: 8px;</span></span>
<span><span class="co">#&gt; padding-bottom: 8px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_first_grand_summary_row {</span></span>
<span><span class="co">#&gt; padding-top: 8px;</span></span>
<span><span class="co">#&gt; padding-bottom: 8px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; border-top-style: double;</span></span>
<span><span class="co">#&gt; border-top-width: 6px;</span></span>
<span><span class="co">#&gt; border-top-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_striped {</span></span>
<span><span class="co">#&gt; background-color: rgba(128, 128, 128, 0.05);</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_table_body {</span></span>
<span><span class="co">#&gt; border-top-style: solid;</span></span>
<span><span class="co">#&gt; border-top-width: 2px;</span></span>
<span><span class="co">#&gt; border-top-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-bottom-style: solid;</span></span>
<span><span class="co">#&gt; border-bottom-width: 2px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_footnotes {</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; border-bottom-style: none;</span></span>
<span><span class="co">#&gt; border-bottom-width: 2px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-left-style: none;</span></span>
<span><span class="co">#&gt; border-left-width: 2px;</span></span>
<span><span class="co">#&gt; border-left-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-right-style: none;</span></span>
<span><span class="co">#&gt; border-right-width: 2px;</span></span>
<span><span class="co">#&gt; border-right-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_footnote {</span></span>
<span><span class="co">#&gt; margin: 0px;</span></span>
<span><span class="co">#&gt; font-size: 90%;</span></span>
<span><span class="co">#&gt; padding-left: 4px;</span></span>
<span><span class="co">#&gt; padding-right: 4px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_sourcenotes {</span></span>
<span><span class="co">#&gt; color: #333333;</span></span>
<span><span class="co">#&gt; background-color: #FFFFFF;</span></span>
<span><span class="co">#&gt; border-bottom-style: none;</span></span>
<span><span class="co">#&gt; border-bottom-width: 2px;</span></span>
<span><span class="co">#&gt; border-bottom-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-left-style: none;</span></span>
<span><span class="co">#&gt; border-left-width: 2px;</span></span>
<span><span class="co">#&gt; border-left-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; border-right-style: none;</span></span>
<span><span class="co">#&gt; border-right-width: 2px;</span></span>
<span><span class="co">#&gt; border-right-color: #D3D3D3;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_sourcenote {</span></span>
<span><span class="co">#&gt; font-size: 90%;</span></span>
<span><span class="co">#&gt; padding-top: 4px;</span></span>
<span><span class="co">#&gt; padding-bottom: 4px;</span></span>
<span><span class="co">#&gt; padding-left: 5px;</span></span>
<span><span class="co">#&gt; padding-right: 5px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_left {</span></span>
<span><span class="co">#&gt; text-align: left;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_center {</span></span>
<span><span class="co">#&gt; text-align: center;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_right {</span></span>
<span><span class="co">#&gt; text-align: right;</span></span>
<span><span class="co">#&gt; font-variant-numeric: tabular-nums;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_font_normal {</span></span>
<span><span class="co">#&gt; font-weight: normal;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_font_bold {</span></span>
<span><span class="co">#&gt; font-weight: bold;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_font_italic {</span></span>
<span><span class="co">#&gt; font-style: italic;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_super {</span></span>
<span><span class="co">#&gt; font-size: 65%;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_footnote_marks {</span></span>
<span><span class="co">#&gt; font-style: italic;</span></span>
<span><span class="co">#&gt; font-weight: normal;</span></span>
<span><span class="co">#&gt; font-size: 75%;</span></span>
<span><span class="co">#&gt; vertical-align: 0.4em;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_asterisk {</span></span>
<span><span class="co">#&gt; font-size: 100%;</span></span>
<span><span class="co">#&gt; vertical-align: 0;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_indent_1 {</span></span>
<span><span class="co">#&gt; text-indent: 5px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_indent_2 {</span></span>
<span><span class="co">#&gt; text-indent: 10px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_indent_3 {</span></span>
<span><span class="co">#&gt; text-indent: 15px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_indent_4 {</span></span>
<span><span class="co">#&gt; text-indent: 20px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; #oxsdboznol .gt_indent_5 {</span></span>
<span><span class="co">#&gt; text-indent: 25px;</span></span>
<span><span class="co">#&gt; }</span></span>
<span><span class="co">#&gt; &lt;/style&gt;</span></span>
<span><span class="co">#&gt; &lt;table class="gt_table"&gt;</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; &lt;thead class="gt_col_headings"&gt;</span></span>
<span><span class="co">#&gt; &lt;tr&gt;</span></span>
<span><span class="co">#&gt; &lt;th class="gt_col_heading gt_columns_bottom_border gt_left" rowspan="1" colspan="1" scope="col" id="&amp;lt;strong&amp;gt;Characteristic&amp;lt;/strong&amp;gt;"&gt;&lt;strong&gt;Characteristic&lt;/strong&gt;&lt;/th&gt;</span></span>
<span><span class="co">#&gt; &lt;th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="&amp;lt;strong&amp;gt;Overall&amp;lt;/strong&amp;gt;, N = 200&amp;lt;sup class=&amp;quot;gt_footnote_marks&amp;quot;&amp;gt;1&amp;lt;/sup&amp;gt;"&gt;&lt;strong&gt;Overall&lt;/strong&gt;, N = 200&lt;sup class="gt_footnote_marks"&gt;1&lt;/sup&gt;&lt;/th&gt;</span></span>
<span><span class="co">#&gt; &lt;th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="&amp;lt;strong&amp;gt;Active&amp;lt;/strong&amp;gt;, N = 79&amp;lt;sup class=&amp;quot;gt_footnote_marks&amp;quot;&amp;gt;1&amp;lt;/sup&amp;gt;"&gt;&lt;strong&gt;Active&lt;/strong&gt;, N = 79&lt;sup class="gt_footnote_marks"&gt;1&lt;/sup&gt;&lt;/th&gt;</span></span>
<span><span class="co">#&gt; &lt;th class="gt_col_heading gt_columns_bottom_border gt_center" rowspan="1" colspan="1" scope="col" id="&amp;lt;strong&amp;gt;Placebo&amp;lt;/strong&amp;gt;, N = 121&amp;lt;sup class=&amp;quot;gt_footnote_marks&amp;quot;&amp;gt;1&amp;lt;/sup&amp;gt;"&gt;&lt;strong&gt;Placebo&lt;/strong&gt;, N = 121&lt;sup class="gt_footnote_marks"&gt;1&lt;/sup&gt;&lt;/th&gt;</span></span>
<span><span class="co">#&gt; &lt;/tr&gt;</span></span>
<span><span class="co">#&gt; &lt;/thead&gt;</span></span>
<span><span class="co">#&gt; &lt;tbody class="gt_table_body"&gt;</span></span>
<span><span class="co">#&gt; &lt;tr&gt;&lt;td headers="label" class="gt_row gt_left"&gt;hypertension&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_0" class="gt_row gt_center"&gt;101 (50%)&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_1" class="gt_row gt_center"&gt;38 (48%)&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_2" class="gt_row gt_center"&gt;63 (52%)&lt;/td&gt;&lt;/tr&gt;</span></span>
<span><span class="co">#&gt; &lt;tr&gt;&lt;td headers="label" class="gt_row gt_left"&gt;diabetes&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_0" class="gt_row gt_center"&gt;23 (12%)&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_1" class="gt_row gt_center"&gt;9 (11%)&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_2" class="gt_row gt_center"&gt;14 (12%)&lt;/td&gt;&lt;/tr&gt;</span></span>
<span><span class="co">#&gt; &lt;tr&gt;&lt;td headers="label" class="gt_row gt_left"&gt;civil&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_0" class="gt_row gt_center"&gt;&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_1" class="gt_row gt_center"&gt;&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_2" class="gt_row gt_center"&gt;&lt;/td&gt;&lt;/tr&gt;</span></span>
<span><span class="co">#&gt; &lt;tr&gt;&lt;td headers="label" class="gt_row gt_left"&gt;    alone&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_0" class="gt_row gt_center"&gt;59 (30%)&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_1" class="gt_row gt_center"&gt;22 (28%)&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_2" class="gt_row gt_center"&gt;37 (31%)&lt;/td&gt;&lt;/tr&gt;</span></span>
<span><span class="co">#&gt; &lt;tr&gt;&lt;td headers="label" class="gt_row gt_left"&gt;    partner&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_0" class="gt_row gt_center"&gt;141 (70%)&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_1" class="gt_row gt_center"&gt;57 (72%)&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;td headers="stat_2" class="gt_row gt_center"&gt;84 (69%)&lt;/td&gt;&lt;/tr&gt;</span></span>
<span><span class="co">#&gt; &lt;/tbody&gt;</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; &lt;tfoot class="gt_footnotes"&gt;</span></span>
<span><span class="co">#&gt; &lt;tr&gt;</span></span>
<span><span class="co">#&gt; &lt;td class="gt_footnote" colspan="4"&gt;&lt;sup class="gt_footnote_marks"&gt;1&lt;/sup&gt; n (%)&lt;/td&gt;</span></span>
<span><span class="co">#&gt; &lt;/tr&gt;</span></span>
<span><span class="co">#&gt; &lt;/tfoot&gt;</span></span>
<span><span class="co">#&gt; &lt;/table&gt;</span></span>
<span><span class="co">#&gt; &lt;/div&gt;</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $`Figure 1`</span></span></code></pre></div>
<p><img src="toolbox_files/figure-html/generic_stroke-example-1.png" width="700"></p>
<pre><code><span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $`Figure 2`</span></span></code></pre>
<p><img src="toolbox_files/figure-html/generic_stroke-example-2.png" width="700"></p>
</div>
<div class="section level4">
<h4 id="index_plot">index_plot()<a class="anchor" aria-label="anchor" href="#index_plot"></a>
</h4>
<p>Used for plotting scores from a multi dimensional patient test.</p>
<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/index_plot.html">index_plot</a></span><span class="op">(</span><span class="fu">stRoke</span><span class="fu">::</span><span class="va"><a href="../reference/score.html">score</a></span><span class="op">[</span><span class="va">score</span><span class="op">$</span><span class="va">event</span> <span class="op">==</span> <span class="st">"A"</span>, <span class="op">]</span><span class="op">)</span></span></code></pre></div>
<p><img src="toolbox_files/figure-html/index_plot-example-1.png" width="700"></p>
</div>
<div class="section level4">
<h4 id="win_prob">win_prob()<a class="anchor" aria-label="anchor" href="#win_prob"></a>
</h4>
<p>The <code><a href="../reference/win_prob.html">win_prob()</a></code> is an implementation of the Tournament
Method for calculating the probability of winning as suggested by <a href="https://doi.org/10.1161/STROKEAHA.121.037744" class="external-link">Zou et al 2022</a>.
The authors has included a spreadsheet as supplementary materials. This
function aims to mimic that functionality. The function also includes a
<code><a href="https://rdrr.io/r/base/print.html" class="external-link">print()</a></code> extension for nice printing.</p>
<div class="sourceCode" id="cb10"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="../reference/win_prob.html">win_prob</a></span><span class="op">(</span></span>
<span> data <span class="op">=</span> <span class="fu">stRoke</span><span class="fu">::</span><span class="va"><a href="../reference/talos.html">talos</a></span>,</span>
<span> response <span class="op">=</span> <span class="st">"mrs_6"</span>,</span>
<span> group <span class="op">=</span> <span class="st">"rtreat"</span>,</span>
<span> sample.size <span class="op">=</span> <span class="cn">TRUE</span>,</span>
<span> print.tables <span class="op">=</span> <span class="cn">TRUE</span></span>
<span><span class="op">)</span></span>
<span><span class="co">#&gt; $list_cum</span></span>
<span><span class="co">#&gt; $list_cum$Active</span></span>
<span><span class="co">#&gt; mrs_6 rtreat Freq prop overall_rank rank win_frac</span></span>
<span><span class="co">#&gt; 1 0 Active 14 0.17721519 175.0 72.5 0.847107438</span></span>
<span><span class="co">#&gt; 2 1 Active 29 0.36708861 113.5 51.0 0.516528926</span></span>
<span><span class="co">#&gt; 3 2 Active 22 0.27848101 49.0 25.5 0.194214876</span></span>
<span><span class="co">#&gt; 4 3 Active 9 0.11392405 15.0 10.0 0.041322314</span></span>
<span><span class="co">#&gt; 5 4 Active 3 0.03797468 7.0 4.0 0.024793388</span></span>
<span><span class="co">#&gt; 6 6 Active 2 0.02531646 2.5 1.5 0.008264463</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $list_cum$Placebo</span></span>
<span><span class="co">#&gt; mrs_6 rtreat Freq prop overall_rank rank win_frac</span></span>
<span><span class="co">#&gt; 7 0 Placebo 37 0.30578512 175.0 103.0 0.91139241</span></span>
<span><span class="co">#&gt; 8 1 Placebo 43 0.35537190 113.5 63.0 0.63924051</span></span>
<span><span class="co">#&gt; 9 2 Placebo 35 0.28925620 49.0 24.0 0.31645570</span></span>
<span><span class="co">#&gt; 10 3 Placebo 2 0.01652893 15.0 5.5 0.12025316</span></span>
<span><span class="co">#&gt; 11 4 Placebo 2 0.01652893 7.0 3.5 0.04430380</span></span>
<span><span class="co">#&gt; 12 6 Placebo 2 0.01652893 2.5 1.5 0.01265823</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $group_levels</span></span>
<span><span class="co">#&gt; [1] "Active" "Placebo"</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $sum_a</span></span>
<span><span class="co">#&gt; [1] 79</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $sum_b</span></span>
<span><span class="co">#&gt; [1] 121</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $winP_a</span></span>
<span><span class="co">#&gt; [1] 0.3996757</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $winP_b</span></span>
<span><span class="co">#&gt; [1] 0.6003243</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $var_win_frac_a</span></span>
<span><span class="co">#&gt; [1] 0.07609113</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $var_win_frac_b</span></span>
<span><span class="co">#&gt; [1] 0.06806341</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $var_win_prob</span></span>
<span><span class="co">#&gt; [1] 0.001525686</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $se_win_prob</span></span>
<span><span class="co">#&gt; [1] 0.03906004</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $conf.int</span></span>
<span><span class="co">#&gt; [1] 0.6124886 0.3724300</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $test_stat</span></span>
<span><span class="co">#&gt; [1] 2.498962</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $p_val</span></span>
<span><span class="co">#&gt; [1] 0.01245577</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $nnt</span></span>
<span><span class="co">#&gt; [1] -9.967675</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $ss_n</span></span>
<span><span class="co">#&gt; [1] 238</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $param.record</span></span>
<span><span class="co">#&gt; $param.record$data</span></span>
<span><span class="co">#&gt; rtreat mrs_1 mrs_6 hypertension diabetes civil</span></span>
<span><span class="co">#&gt; 38 Active 1 1 no no partner</span></span>
<span><span class="co">#&gt; 434 Active 1 1 yes no partner</span></span>
<span><span class="co">#&gt; 588 Active 2 2 yes no partner</span></span>
<span><span class="co">#&gt; 42 Active 0 0 yes no partner</span></span>
<span><span class="co">#&gt; 160 Placebo 1 1 yes no partner</span></span>
<span><span class="co">#&gt; 174 Active 0 1 yes no alone</span></span>
<span><span class="co">#&gt; 11 Placebo 2 1 yes yes alone</span></span>
<span><span class="co">#&gt; 601 Placebo 1 1 no no partner</span></span>
<span><span class="co">#&gt; 412 Active 0 0 yes no partner</span></span>
<span><span class="co">#&gt; 88 Placebo 1 1 yes yes partner</span></span>
<span><span class="co">#&gt; 56 Placebo 0 0 no no alone</span></span>
<span><span class="co">#&gt; 235 Placebo 2 1 yes yes alone</span></span>
<span><span class="co">#&gt; 205 Active 3 3 no no partner</span></span>
<span><span class="co">#&gt; 62 Active 2 2 yes no alone</span></span>
<span><span class="co">#&gt; 593 Placebo 2 2 no no alone</span></span>
<span><span class="co">#&gt; 143 Active 2 1 yes no partner</span></span>
<span><span class="co">#&gt; 520 Active 2 2 no yes partner</span></span>
<span><span class="co">#&gt; 144 Placebo 1 0 yes no partner</span></span>
<span><span class="co">#&gt; 383 Active 2 3 no no alone</span></span>
<span><span class="co">#&gt; 347 Placebo 1 0 yes yes partner</span></span>
<span><span class="co">#&gt; 346 Active 1 2 yes no partner</span></span>
<span><span class="co">#&gt; 318 Placebo 2 2 no no partner</span></span>
<span><span class="co">#&gt; 231 Placebo 2 2 no no partner</span></span>
<span><span class="co">#&gt; 190 Active 1 1 yes no partner</span></span>
<span><span class="co">#&gt; 287 Placebo 2 2 yes no partner</span></span>
<span><span class="co">#&gt; 633 Placebo 1 1 no no partner</span></span>
<span><span class="co">#&gt; 228 Placebo 4 3 yes no partner</span></span>
<span><span class="co">#&gt; 409 Active 1 2 yes no partner</span></span>
<span><span class="co">#&gt; 603 Placebo 2 1 no no alone</span></span>
<span><span class="co">#&gt; 628 Placebo 1 2 no no partner</span></span>
<span><span class="co">#&gt; 91 Active 1 0 yes no partner</span></span>
<span><span class="co">#&gt; 537 Placebo 4 4 no no partner</span></span>
<span><span class="co">#&gt; 75 Placebo 1 2 yes no partner</span></span>
<span><span class="co">#&gt; 282 Placebo 1 0 no no partner</span></span>
<span><span class="co">#&gt; 249 Active 1 1 no no alone</span></span>
<span><span class="co">#&gt; 72 Active 2 3 yes no partner</span></span>
<span><span class="co">#&gt; 222 Active 2 2 yes no partner</span></span>
<span><span class="co">#&gt; 258 Placebo 0 1 no no partner</span></span>
<span><span class="co">#&gt; 134 Active 4 4 no no partner</span></span>
<span><span class="co">#&gt; 117 Active 1 1 no yes partner</span></span>
<span><span class="co">#&gt; 377 Active 2 1 no no partner</span></span>
<span><span class="co">#&gt; 583 Placebo 3 2 yes no partner</span></span>
<span><span class="co">#&gt; 552 Active 3 1 yes no alone</span></span>
<span><span class="co">#&gt; 124 Placebo 2 2 yes yes partner</span></span>
<span><span class="co">#&gt; 189 Placebo 1 0 no yes partner</span></span>
<span><span class="co">#&gt; 521 Placebo 1 2 yes yes alone</span></span>
<span><span class="co">#&gt; 429 Active 2 1 no no partner</span></span>
<span><span class="co">#&gt; 203 Placebo 1 1 yes no partner</span></span>
<span><span class="co">#&gt; 172 Active 1 2 no no partner</span></span>
<span><span class="co">#&gt; 402 Placebo 2 2 yes no partner</span></span>
<span><span class="co">#&gt; 574 Placebo 1 1 yes no partner</span></span>
<span><span class="co">#&gt; 271 Active 4 3 no no partner</span></span>
<span><span class="co">#&gt; 50 Placebo 3 2 no no alone</span></span>
<span><span class="co">#&gt; 264 Active 4 2 no no alone</span></span>
<span><span class="co">#&gt; 571 Active 2 0 yes no partner</span></span>
<span><span class="co">#&gt; 239 Active 3 3 yes no alone</span></span>
<span><span class="co">#&gt; 262 Placebo 2 1 yes no partner</span></span>
<span><span class="co">#&gt; 236 Placebo 1 1 no no partner</span></span>
<span><span class="co">#&gt; 94 Placebo 1 1 no no partner</span></span>
<span><span class="co">#&gt; 275 Placebo 0 0 no no partner</span></span>
<span><span class="co">#&gt; 26 Placebo 2 4 no no alone</span></span>
<span><span class="co">#&gt; 476 Placebo 1 1 no no alone</span></span>
<span><span class="co">#&gt; 427 Active 2 3 yes no alone</span></span>
<span><span class="co">#&gt; 359 Placebo 1 2 yes no alone</span></span>
<span><span class="co">#&gt; 341 Active 4 3 yes no alone</span></span>
<span><span class="co">#&gt; 457 Active 1 1 yes yes partner</span></span>
<span><span class="co">#&gt; 485 Placebo 0 0 no no partner</span></span>
<span><span class="co">#&gt; 171 Placebo 2 2 no no partner</span></span>
<span><span class="co">#&gt; 97 Placebo 2 1 yes no partner</span></span>
<span><span class="co">#&gt; 635 Placebo 1 2 no no alone</span></span>
<span><span class="co">#&gt; 472 Placebo 1 0 yes no partner</span></span>
<span><span class="co">#&gt; 408 Active 1 1 yes yes partner</span></span>
<span><span class="co">#&gt; 158 Placebo 0 0 no no partner</span></span>
<span><span class="co">#&gt; 63 Placebo 1 0 no yes alone</span></span>
<span><span class="co">#&gt; 557 Active 2 2 no no partner</span></span>
<span><span class="co">#&gt; 73 Active 1 1 yes no partner</span></span>
<span><span class="co">#&gt; 425 Placebo 2 0 yes no partner</span></span>
<span><span class="co">#&gt; 423 Placebo 2 2 yes yes partner</span></span>
<span><span class="co">#&gt; 272 Active 2 1 yes no alone</span></span>
<span><span class="co">#&gt; 122 Active 1 0 no no partner</span></span>
<span><span class="co">#&gt; 370 Active 0 1 no no partner</span></span>
<span><span class="co">#&gt; 274 Placebo 0 0 no no partner</span></span>
<span><span class="co">#&gt; 407 Active 0 0 no no partner</span></span>
<span><span class="co">#&gt; 482 Placebo 1 1 no no partner</span></span>
<span><span class="co">#&gt; 586 Active 6 6 yes yes partner</span></span>
<span><span class="co">#&gt; 20 Placebo 1 2 no no alone</span></span>
<span><span class="co">#&gt; 568 Active 1 0 no no partner</span></span>
<span><span class="co">#&gt; 331 Placebo 1 1 no no alone</span></span>
<span><span class="co">#&gt; 133 Placebo 1 1 no no partner</span></span>
<span><span class="co">#&gt; 563 Active 4 4 yes no partner</span></span>
<span><span class="co">#&gt; 349 Placebo 1 2 yes yes alone</span></span>
<span><span class="co">#&gt; 381 Placebo 1 1 yes no partner</span></span>
<span><span class="co">#&gt; 549 Placebo 1 1 no no alone</span></span>
<span><span class="co">#&gt; 34 Active 1 1 no no alone</span></span>
<span><span class="co">#&gt; 33 Placebo 0 0 yes no alone</span></span>
<span><span class="co">#&gt; 531 Placebo 2 2 yes no alone</span></span>
<span><span class="co">#&gt; 389 Active 1 0 no no alone</span></span>
<span><span class="co">#&gt; 64 Active 1 1 yes yes alone</span></span>
<span><span class="co">#&gt; 428 Active 2 1 yes no partner</span></span>
<span><span class="co">#&gt; 403 Placebo 2 2 yes no alone</span></span>
<span><span class="co">#&gt; 343 Placebo 1 0 no no partner</span></span>
<span><span class="co">#&gt; 294 Active 2 2 no no alone</span></span>
<span><span class="co">#&gt; 76 Placebo 3 1 no no alone</span></span>
<span><span class="co">#&gt; 166 Placebo 1 0 yes no partner</span></span>
<span><span class="co">#&gt; 209 Placebo 0 1 yes no partner</span></span>
<span><span class="co">#&gt; 626 Active 2 2 yes no alone</span></span>
<span><span class="co">#&gt; 481 Active 5 3 no no partner</span></span>
<span><span class="co">#&gt; 376 Active 2 2 yes yes partner</span></span>
<span><span class="co">#&gt; 67 Active 3 2 no no partner</span></span>
<span><span class="co">#&gt; 130 Placebo 2 1 no no partner</span></span>
<span><span class="co">#&gt; 250 Active 2 1 yes no partner</span></span>
<span><span class="co">#&gt; 609 Active 2 2 no no partner</span></span>
<span><span class="co">#&gt; 545 Placebo 3 2 yes no partner</span></span>
<span><span class="co">#&gt; 226 Placebo 2 1 no no partner</span></span>
<span><span class="co">#&gt; 276 Placebo 1 2 no no partner</span></span>
<span><span class="co">#&gt; 305 Placebo 0 0 yes no partner</span></span>
<span><span class="co">#&gt; 202 Placebo 1 0 yes no alone</span></span>
<span><span class="co">#&gt; 245 Placebo 1 1 no no partner</span></span>
<span><span class="co">#&gt; 131 Active 3 1 no no partner</span></span>
<span><span class="co">#&gt; 505 Active 2 1 no no partner</span></span>
<span><span class="co">#&gt; 546 Placebo 2 2 yes no alone</span></span>
<span><span class="co">#&gt; 639 Placebo 1 1 yes yes partner</span></span>
<span><span class="co">#&gt; 219 Active 2 1 yes no partner</span></span>
<span><span class="co">#&gt; 244 Placebo 2 2 yes no alone</span></span>
<span><span class="co">#&gt; 348 Placebo 0 0 no no partner</span></span>
<span><span class="co">#&gt; 280 Placebo 0 0 yes no partner</span></span>
<span><span class="co">#&gt; 504 Placebo 2 2 yes no partner</span></span>
<span><span class="co">#&gt; 51 Placebo 1 1 no no alone</span></span>
<span><span class="co">#&gt; 493 Active 6 6 no no alone</span></span>
<span><span class="co">#&gt; 167 Placebo 0 1 yes no partner</span></span>
<span><span class="co">#&gt; 58 Placebo 1 0 no no partner</span></span>
<span><span class="co">#&gt; 169 Active 0 0 no no partner</span></span>
<span><span class="co">#&gt; 293 Active 1 0 no no partner</span></span>
<span><span class="co">#&gt; 334 Placebo 6 6 no no partner</span></span>
<span><span class="co">#&gt; 28 Active 2 2 yes no partner</span></span>
<span><span class="co">#&gt; 1 Placebo 0 0 yes no partner</span></span>
<span><span class="co">#&gt; 463 Active 2 1 yes no alone</span></span>
<span><span class="co">#&gt; 445 Placebo 1 2 yes no alone</span></span>
<span><span class="co">#&gt; 320 Placebo 1 2 yes yes alone</span></span>
<span><span class="co">#&gt; 500 Placebo 0 0 no no alone</span></span>
<span><span class="co">#&gt; 175 Placebo 1 2 yes no partner</span></span>
<span><span class="co">#&gt; 201 Placebo 0 0 yes no partner</span></span>
<span><span class="co">#&gt; 142 Active 2 0 no no partner</span></span>
<span><span class="co">#&gt; 278 Active 0 1 yes no alone</span></span>
<span><span class="co">#&gt; 181 Placebo 0 0 no no partner</span></span>
<span><span class="co">#&gt; 193 Placebo 2 1 yes no alone</span></span>
<span><span class="co">#&gt; 321 Active 2 0 no no partner</span></span>
<span><span class="co">#&gt; 598 Active 0 1 no no partner</span></span>
<span><span class="co">#&gt; 217 Placebo 0 0 yes no partner</span></span>
<span><span class="co">#&gt; 13 Active 1 1 yes no partner</span></span>
<span><span class="co">#&gt; 242 Placebo 2 0 yes no partner</span></span>
<span><span class="co">#&gt; 513 Placebo 1 1 no no partner</span></span>
<span><span class="co">#&gt; 518 Placebo 2 2 yes no partner</span></span>
<span><span class="co">#&gt; 304 Placebo 2 2 no no partner</span></span>
<span><span class="co">#&gt; 587 Placebo 1 2 no no alone</span></span>
<span><span class="co">#&gt; 497 Placebo 0 1 yes no partner</span></span>
<span><span class="co">#&gt; 296 Placebo 0 0 yes no partner</span></span>
<span><span class="co">#&gt; 526 Active 1 1 no no partner</span></span>
<span><span class="co">#&gt; 2 Placebo 2 1 no no partner</span></span>
<span><span class="co">#&gt; 627 Active 2 2 no yes partner</span></span>
<span><span class="co">#&gt; 126 Placebo 2 1 yes no partner</span></span>
<span><span class="co">#&gt; 420 Placebo 2 0 yes no partner</span></span>
<span><span class="co">#&gt; 392 Active 2 2 yes no partner</span></span>
<span><span class="co">#&gt; 522 Placebo 3 2 yes no alone</span></span>
<span><span class="co">#&gt; 312 Active 4 4 no yes partner</span></span>
<span><span class="co">#&gt; 9 Placebo 1 1 no no partner</span></span>
<span><span class="co">#&gt; 29 Placebo 2 2 no no alone</span></span>
<span><span class="co">#&gt; 7 Placebo 1 1 yes no partner</span></span>
<span><span class="co">#&gt; 49 Placebo 2 1 no yes partner</span></span>
<span><span class="co">#&gt; 439 Placebo 3 2 no no alone</span></span>
<span><span class="co">#&gt; 46 Active 0 0 yes no alone</span></span>
<span><span class="co">#&gt; 80 Active 1 1 no no partner</span></span>
<span><span class="co">#&gt; 237 Placebo 0 0 yes no partner</span></span>
<span><span class="co">#&gt; 306 Placebo 2 0 no no alone</span></span>
<span><span class="co">#&gt; 345 Placebo 0 0 yes no partner</span></span>
<span><span class="co">#&gt; 153 Active 2 2 no no partner</span></span>
<span><span class="co">#&gt; 98 Placebo 1 0 yes no partner</span></span>
<span><span class="co">#&gt; 44 Placebo 2 1 yes no partner</span></span>
<span><span class="co">#&gt; 458 Active 3 2 no no partner</span></span>
<span><span class="co">#&gt; 585 Placebo 1 1 yes no partner</span></span>
<span><span class="co">#&gt; 211 Placebo 3 2 no yes partner</span></span>
<span><span class="co">#&gt; 610 Active 1 1 no no alone</span></span>
<span><span class="co">#&gt; 310 Placebo 0 0 no no alone</span></span>
<span><span class="co">#&gt; 541 Active 4 2 yes no partner</span></span>
<span><span class="co">#&gt; 161 Placebo 1 1 no no partner</span></span>
<span><span class="co">#&gt; 641 Placebo 1 1 no no partner</span></span>
<span><span class="co">#&gt; 538 Placebo 1 1 no no partner</span></span>
<span><span class="co">#&gt; 281 Placebo 1 0 no no partner</span></span>
<span><span class="co">#&gt; 301 Active 3 2 yes no partner</span></span>
<span><span class="co">#&gt; 356 Active 3 2 no no alone</span></span>
<span><span class="co">#&gt; 59 Active 3 3 no no alone</span></span>
<span><span class="co">#&gt; 302 Placebo 1 0 yes no partner</span></span>
<span><span class="co">#&gt; 116 Active 1 0 no no partner</span></span>
<span><span class="co">#&gt; 547 Placebo 2 2 no no partner</span></span>
<span><span class="co">#&gt; 22 Placebo 2 1 no no partner</span></span>
<span><span class="co">#&gt; 517 Placebo 4 3 yes no partner</span></span>
<span><span class="co">#&gt; 344 Placebo 1 1 yes no partner</span></span>
<span><span class="co">#&gt; 48 Placebo 2 0 yes no alone</span></span>
<span><span class="co">#&gt; 100 Placebo 1 0 yes no alone</span></span>
<span><span class="co">#&gt; 93 Placebo 6 6 yes no alone</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $param.record$response</span></span>
<span><span class="co">#&gt; [1] "mrs_6"</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $param.record$group</span></span>
<span><span class="co">#&gt; [1] "rtreat"</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $param.record$alpha</span></span>
<span><span class="co">#&gt; [1] 0.05</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $param.record$beta</span></span>
<span><span class="co">#&gt; [1] 0.2</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $param.record$group.ratio</span></span>
<span><span class="co">#&gt; [1] 1</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $param.record$sample.size</span></span>
<span><span class="co">#&gt; [1] TRUE</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $param.record$print.tables</span></span>
<span><span class="co">#&gt; [1] TRUE</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; $param.record$dec</span></span>
<span><span class="co">#&gt; [1] 3</span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; </span></span>
<span><span class="co">#&gt; attr(,"class")</span></span>
<span><span class="co">#&gt; [1] "win_Prop" "list"</span></span></code></pre></div>
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