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<a class="navbar-brand me-2" href="https://msberends.github.io/AMR/index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
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@ -38,7 +38,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -386,12 +386,12 @@ data set:</p>
<col width="13%">
<col width="13%">
<col width="13%">
<col width="26%">
<col width="28%">
<col width="5%">
<col width="5%">
<col width="5%">
<col width="5%">
<col width="9%">
<col width="8%">
</colgroup>
<thead><tr class="header">
<th align="center">date</th>
@ -406,70 +406,70 @@ data set:</p>
</tr></thead>
<tbody>
<tr class="odd">
<td align="center">2014-09-21</td>
<td align="center">J4</td>
<td align="center">Hospital A</td>
<td align="center">2018-01-01</td>
<td align="center">Y10</td>
<td align="center">Hospital B</td>
<td align="center">Escherichia coli</td>
<td align="center">I</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">R</td>
<td align="center">M</td>
</tr>
<tr class="even">
<td align="center">2011-03-19</td>
<td align="center">M7</td>
<td align="center">Hospital D</td>
<td align="center">Staphylococcus aureus</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">S</td>
<td align="center">F</td>
</tr>
<tr class="even">
<td align="center">2012-02-22</td>
<td align="center">D10</td>
<td align="center">Hospital B</td>
<td align="center">Staphylococcus aureus</td>
<td align="center">I</td>
<td align="center">S</td>
<td align="center">I</td>
<td align="center">R</td>
<td align="center">M</td>
</tr>
<tr class="odd">
<td align="center">2010-03-04</td>
<td align="center">G5</td>
<td align="center">Hospital B</td>
<td align="center">Staphylococcus aureus</td>
<td align="center">S</td>
<td align="center">2015-12-24</td>
<td align="center">H3</td>
<td align="center">Hospital C</td>
<td align="center">Streptococcus pneumoniae</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">I</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">M</td>
</tr>
<tr class="even">
<td align="center">2013-03-28</td>
<td align="center">V6</td>
<td align="center">Hospital B</td>
<td align="center">Staphylococcus aureus</td>
<td align="center">R</td>
<td align="center">2017-07-13</td>
<td align="center">U7</td>
<td align="center">Hospital D</td>
<td align="center">Klebsiella pneumoniae</td>
<td align="center">S</td>
<td align="center">I</td>
<td align="center">I</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">F</td>
</tr>
<tr class="odd">
<td align="center">2010-09-26</td>
<td align="center">L5</td>
<td align="center">2016-02-29</td>
<td align="center">O4</td>
<td align="center">Hospital B</td>
<td align="center">Escherichia coli</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">I</td>
<td align="center">I</td>
<td align="center">M</td>
<td align="center">F</td>
</tr>
<tr class="even">
<td align="center">2016-09-16</td>
<td align="center">M4</td>
<td align="center">Hospital A</td>
<td align="center">Escherichia coli</td>
<td align="center">R</td>
<td align="center">2016-02-09</td>
<td align="center">S1</td>
<td align="center">Hospital B</td>
<td align="center">Klebsiella pneumoniae</td>
<td align="center">I</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">F</td>
</tr>
</tbody>
</table>
@ -505,16 +505,16 @@ Longest: 1</p>
<tr class="odd">
<td align="left">1</td>
<td align="left">M</td>
<td align="right">10,477</td>
<td align="right">52.39%</td>
<td align="right">10,477</td>
<td align="right">52.39%</td>
<td align="right">10,349</td>
<td align="right">51.75%</td>
<td align="right">10,349</td>
<td align="right">51.75%</td>
</tr>
<tr class="even">
<td align="left">2</td>
<td align="left">F</td>
<td align="right">9,523</td>
<td align="right">47.62%</td>
<td align="right">9,651</td>
<td align="right">48.26%</td>
<td align="right">20,000</td>
<td align="right">100.00%</td>
</tr>
@ -627,9 +627,9 @@ takes into account the antimicrobial susceptibility test results using
<span><span class="co"># Basing inclusion on all antimicrobial results, using a points threshold of</span></span>
<span><span class="co"># 2</span></span>
<span><span class="co"># Including isolates from ICU.</span></span>
<span><span class="co"># =&gt; Found 12,316 'phenotype-based' first isolates (61.6% of total where a</span></span>
<span><span class="co"># =&gt; Found 12,429 'phenotype-based' first isolates (62.1% of total where a</span></span>
<span><span class="co"># microbial ID was available)</span></span></code></pre></div>
<p>So only 61.6% is suitable for resistance analysis! We can now filter
<p>So only 62.1% is suitable for resistance analysis! We can now filter
on it with the <code><a href="https://dplyr.tidyverse.org/reference/filter.html" class="external-link">filter()</a></code> function, also from the
<code>dplyr</code> package:</p>
<div class="sourceCode" id="cb15"><pre class="downlit sourceCode r">
@ -640,7 +640,7 @@ on it with the <code><a href="https://dplyr.tidyverse.org/reference/filter.html"
<code class="sourceCode R"><span><span class="va">data_1st</span> <span class="op">&lt;-</span> <span class="va">data</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span>
<span> <span class="fu"><a href="../reference/first_isolate.html">filter_first_isolate</a></span><span class="op">(</span><span class="op">)</span></span>
<span><span class="co"># Including isolates from ICU.</span></span></code></pre></div>
<p>So we end up with 12,316 isolates for analysis. Now our data looks
<p>So we end up with 12,429 isolates for analysis. Now our data looks
like:</p>
<div class="sourceCode" id="cb17"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">data_1st</span><span class="op">)</span></span></code></pre></div>
@ -679,30 +679,30 @@ like:</p>
</tr></thead>
<tbody>
<tr class="odd">
<td align="left">2</td>
<td align="center">2011-03-19</td>
<td align="center">M7</td>
<td align="center">Hospital D</td>
<td align="center">B_STPHY_AURS</td>
<td align="left">1</td>
<td align="center">2018-01-01</td>
<td align="center">Y10</td>
<td align="center">Hospital B</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">Gram-positive</td>
<td align="center">Staphylococcus</td>
<td align="center">aureus</td>
<td align="center">F</td>
<td align="center">Gram-negative</td>
<td align="center">Escherichia</td>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="left">3</td>
<td align="center">2010-03-04</td>
<td align="center">G5</td>
<td align="left">2</td>
<td align="center">2012-02-22</td>
<td align="center">D10</td>
<td align="center">Hospital B</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">I</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">I</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">Gram-positive</td>
@ -711,14 +711,30 @@ like:</p>
<td align="center">TRUE</td>
</tr>
<tr class="odd">
<td align="left">7</td>
<td align="center">2016-01-22</td>
<td align="center">Z1</td>
<td align="center">Hospital D</td>
<td align="center">B_KLBSL_PNMN</td>
<td align="center">R</td>
<td align="left">5</td>
<td align="center">2016-02-29</td>
<td align="center">O4</td>
<td align="center">Hospital B</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">F</td>
<td align="center">Gram-negative</td>
<td align="center">Escherichia</td>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="left">6</td>
<td align="center">2016-02-09</td>
<td align="center">S1</td>
<td align="center">Hospital B</td>
<td align="center">B_KLBSL_PNMN</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">F</td>
<td align="center">Gram-negative</td>
@ -726,32 +742,16 @@ like:</p>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="left">9</td>
<td align="center">2011-10-25</td>
<td align="center">W6</td>
<tr class="odd">
<td align="left">7</td>
<td align="center">2013-02-22</td>
<td align="center">S5</td>
<td align="center">Hospital D</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">F</td>
<td align="center">Gram-positive</td>
<td align="center">Staphylococcus</td>
<td align="center">aureus</td>
<td align="center">TRUE</td>
</tr>
<tr class="odd">
<td align="left">10</td>
<td align="center">2013-07-04</td>
<td align="center">W5</td>
<td align="center">Hospital B</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">I</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">F</td>
<td align="center">Gram-positive</td>
<td align="center">Staphylococcus</td>
@ -759,19 +759,19 @@ like:</p>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="left">13</td>
<td align="center">2013-11-07</td>
<td align="center">M6</td>
<td align="center">Hospital B</td>
<td align="center">B_STPHY_AURS</td>
<td align="left">9</td>
<td align="center">2014-08-17</td>
<td align="center">J7</td>
<td align="center">Hospital D</td>
<td align="center">B_KLBSL_PNMN</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">M</td>
<td align="center">Gram-positive</td>
<td align="center">Staphylococcus</td>
<td align="center">aureus</td>
<td align="center">Gram-negative</td>
<td align="center">Klebsiella</td>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
</tbody>
@ -807,8 +807,8 @@ readable:</p>
<code class="sourceCode R"><span><span class="va">data_1st</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span> <span class="fu"><a href="https://msberends.github.io/cleaner/reference/freq.html" class="external-link">freq</a></span><span class="op">(</span><span class="va">genus</span>, <span class="va">species</span><span class="op">)</span></span></code></pre></div>
<p><strong>Frequency table</strong></p>
<p>Class: character<br>
Length: 12,316<br>
Available: 12,316 (100%, NA: 0 = 0%)<br>
Length: 12,429<br>
Available: 12,429 (100%, NA: 0 = 0%)<br>
Unique: 4</p>
<p>Shortest: 16<br>
Longest: 24</p>
@ -833,33 +833,33 @@ Longest: 24</p>
<tr class="odd">
<td align="left">1</td>
<td align="left">Escherichia coli</td>
<td align="right">5,955</td>
<td align="right">48.35%</td>
<td align="right">5,955</td>
<td align="right">48.35%</td>
<td align="right">5,950</td>
<td align="right">47.87%</td>
<td align="right">5,950</td>
<td align="right">47.87%</td>
</tr>
<tr class="even">
<td align="left">2</td>
<td align="left">Staphylococcus aureus</td>
<td align="right">3,207</td>
<td align="right">26.04%</td>
<td align="right">9,162</td>
<td align="right">74.39%</td>
<td align="right">3,328</td>
<td align="right">26.78%</td>
<td align="right">9,278</td>
<td align="right">74.65%</td>
</tr>
<tr class="odd">
<td align="left">3</td>
<td align="left">Streptococcus pneumoniae</td>
<td align="right">1,796</td>
<td align="right">14.58%</td>
<td align="right">10,958</td>
<td align="right">88.97%</td>
<td align="right">1,809</td>
<td align="right">14.55%</td>
<td align="right">11,087</td>
<td align="right">89.20%</td>
</tr>
<tr class="even">
<td align="left">4</td>
<td align="left">Klebsiella pneumoniae</td>
<td align="right">1,358</td>
<td align="right">11.03%</td>
<td align="right">12,316</td>
<td align="right">1,342</td>
<td align="right">10.80%</td>
<td align="right">12,429</td>
<td align="right">100.00%</td>
</tr>
</tbody>
@ -908,13 +908,13 @@ antibiotic class they are in:</p>
</tr></thead>
<tbody>
<tr class="odd">
<td align="center">2011-03-19</td>
<td align="center">M7</td>
<td align="center">Hospital D</td>
<td align="center">2012-02-22</td>
<td align="center">D10</td>
<td align="center">Hospital B</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">Gram-positive</td>
@ -923,28 +923,13 @@ antibiotic class they are in:</p>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="center">2010-03-04</td>
<td align="center">G5</td>
<td align="center">2016-02-09</td>
<td align="center">S1</td>
<td align="center">Hospital B</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">Gram-positive</td>
<td align="center">Staphylococcus</td>
<td align="center">aureus</td>
<td align="center">TRUE</td>
</tr>
<tr class="odd">
<td align="center">2016-01-22</td>
<td align="center">Z1</td>
<td align="center">Hospital D</td>
<td align="center">B_KLBSL_PNMN</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">F</td>
<td align="center">Gram-negative</td>
@ -952,49 +937,64 @@ antibiotic class they are in:</p>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
<tr class="odd">
<td align="center">2014-08-17</td>
<td align="center">J7</td>
<td align="center">Hospital D</td>
<td align="center">B_KLBSL_PNMN</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">Gram-negative</td>
<td align="center">Klebsiella</td>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="center">2013-07-04</td>
<td align="center">W5</td>
<td align="center">2013-05-07</td>
<td align="center">V6</td>
<td align="center">Hospital B</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">B_STRPT_PNMN</td>
<td align="center">R</td>
<td align="center">R</td>
<td align="center">I</td>
<td align="center">R</td>
<td align="center">F</td>
<td align="center">Gram-positive</td>
<td align="center">Staphylococcus</td>
<td align="center">aureus</td>
<td align="center">Streptococcus</td>
<td align="center">pneumoniae</td>
<td align="center">TRUE</td>
</tr>
<tr class="odd">
<td align="center">2013-12-25</td>
<td align="center">L2</td>
<td align="center">Hospital A</td>
<td align="center">2013-10-28</td>
<td align="center">P9</td>
<td align="center">Hospital B</td>
<td align="center">B_ESCHR_COLI</td>
<td align="center">S</td>
<td align="center">S</td>
<td align="center">I</td>
<td align="center">R</td>
<td align="center">M</td>
<td align="center">R</td>
<td align="center">F</td>
<td align="center">Gram-negative</td>
<td align="center">Escherichia</td>
<td align="center">coli</td>
<td align="center">TRUE</td>
</tr>
<tr class="even">
<td align="center">2015-03-12</td>
<td align="center">Q2</td>
<td align="center">Hospital D</td>
<td align="center">B_KLBSL_PNMN</td>
<td align="center">R</td>
<td align="center">S</td>
<td align="center">R</td>
<td align="center">2017-04-15</td>
<td align="center">V10</td>
<td align="center">Hospital B</td>
<td align="center">B_STPHY_AURS</td>
<td align="center">I</td>
<td align="center">I</td>
<td align="center">I</td>
<td align="center">R</td>
<td align="center">F</td>
<td align="center">Gram-negative</td>
<td align="center">Klebsiella</td>
<td align="center">pneumoniae</td>
<td align="center">Gram-positive</td>
<td align="center">Staphylococcus</td>
<td align="center">aureus</td>
<td align="center">TRUE</td>
</tr>
</tbody>
@ -1019,50 +1019,50 @@ different bug/drug combinations, you can use the
<tr class="odd">
<td align="center">E. coli</td>
<td align="center">AMX</td>
<td align="center">1489</td>
<td align="center">1320</td>
<td align="center">3146</td>
<td align="center">5955</td>
<td align="center">1484</td>
<td align="center">1261</td>
<td align="center">3205</td>
<td align="center">5950</td>
</tr>
<tr class="even">
<td align="center">E. coli</td>
<td align="center">AMC</td>
<td align="center">2797</td>
<td align="center">1202</td>
<td align="center">1956</td>
<td align="center">5955</td>
<td align="center">2726</td>
<td align="center">1214</td>
<td align="center">2010</td>
<td align="center">5950</td>
</tr>
<tr class="odd">
<td align="center">E. coli</td>
<td align="center">CIP</td>
<td align="center">2035</td>
<td align="center">1852</td>
<td align="center">2068</td>
<td align="center">5955</td>
<td align="center">2026</td>
<td align="center">1824</td>
<td align="center">2100</td>
<td align="center">5950</td>
</tr>
<tr class="even">
<td align="center">E. coli</td>
<td align="center">GEN</td>
<td align="center">2089</td>
<td align="center">1802</td>
<td align="center">2064</td>
<td align="center">5955</td>
<td align="center">2016</td>
<td align="center">1853</td>
<td align="center">2081</td>
<td align="center">5950</td>
</tr>
<tr class="odd">
<td align="center">K. pneumoniae</td>
<td align="center">AMX</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">1358</td>
<td align="center">1358</td>
<td align="center">1342</td>
<td align="center">1342</td>
</tr>
<tr class="even">
<td align="center">K. pneumoniae</td>
<td align="center">AMC</td>
<td align="center">607</td>
<td align="center">291</td>
<td align="center">460</td>
<td align="center">1358</td>
<td align="center">599</td>
<td align="center">262</td>
<td align="center">481</td>
<td align="center">1342</td>
</tr>
</tbody>
</table>
@ -1084,34 +1084,34 @@ different bug/drug combinations, you can use the
<tr class="odd">
<td align="center">E. coli</td>
<td align="center">GEN</td>
<td align="center">2089</td>
<td align="center">1802</td>
<td align="center">2064</td>
<td align="center">5955</td>
<td align="center">2016</td>
<td align="center">1853</td>
<td align="center">2081</td>
<td align="center">5950</td>
</tr>
<tr class="even">
<td align="center">K. pneumoniae</td>
<td align="center">GEN</td>
<td align="center">456</td>
<td align="center">442</td>
<td align="center">460</td>
<td align="center">1358</td>
<td align="center">468</td>
<td align="center">429</td>
<td align="center">445</td>
<td align="center">1342</td>
</tr>
<tr class="odd">
<td align="center">S. aureus</td>
<td align="center">GEN</td>
<td align="center">1084</td>
<td align="center">1058</td>
<td align="center">1065</td>
<td align="center">3207</td>
<td align="center">1083</td>
<td align="center">1090</td>
<td align="center">1155</td>
<td align="center">3328</td>
</tr>
<tr class="even">
<td align="center">S. pneumoniae</td>
<td align="center">GEN</td>
<td align="center">0</td>
<td align="center">0</td>
<td align="center">1796</td>
<td align="center">1796</td>
<td align="center">1809</td>
<td align="center">1809</td>
</tr>
</tbody>
</table>
@ -1143,7 +1143,7 @@ I (<code><a href="../reference/proportion.html">proportion_SI()</a></code>, equa
own:</p>
<div class="sourceCode" id="cb25"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="va">data_1st</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span> <span class="fu"><a href="../reference/proportion.html">resistance</a></span><span class="op">(</span><span class="va">AMX</span><span class="op">)</span></span>
<span><span class="co"># [1] 0.583631</span></span></code></pre></div>
<span><span class="co"># [1] 0.5882211</span></span></code></pre></div>
<p>Or can be used in conjunction with <code><a href="https://dplyr.tidyverse.org/reference/group_by.html" class="external-link">group_by()</a></code> and
<code><a href="https://dplyr.tidyverse.org/reference/summarise.html" class="external-link">summarise()</a></code>, both from the <code>dplyr</code> package:</p>
<div class="sourceCode" id="cb26"><pre class="downlit sourceCode r">
@ -1158,19 +1158,19 @@ own:</p>
<tbody>
<tr class="odd">
<td align="center">Hospital A</td>
<td align="center">0.5774648</td>
<td align="center">0.5883152</td>
</tr>
<tr class="even">
<td align="center">Hospital B</td>
<td align="center">0.5798359</td>
<td align="center">0.5836154</td>
</tr>
<tr class="odd">
<td align="center">Hospital C</td>
<td align="center">0.5947678</td>
<td align="center">0.5717427</td>
</tr>
<tr class="even">
<td align="center">Hospital D</td>
<td align="center">0.5909091</td>
<td align="center">0.6082433</td>
</tr>
</tbody>
</table>
@ -1195,23 +1195,23 @@ all isolates available for every group (i.e. values S, I or R):</p>
<tbody>
<tr class="odd">
<td align="center">Hospital A</td>
<td align="center">0.5774648</td>
<td align="center">3692</td>
<td align="center">0.5883152</td>
<td align="center">3680</td>
</tr>
<tr class="even">
<td align="center">Hospital B</td>
<td align="center">0.5798359</td>
<td align="center">4265</td>
<td align="center">0.5836154</td>
<td align="center">4431</td>
</tr>
<tr class="odd">
<td align="center">Hospital C</td>
<td align="center">0.5947678</td>
<td align="center">1873</td>
<td align="center">0.5717427</td>
<td align="center">1819</td>
</tr>
<tr class="even">
<td align="center">Hospital D</td>
<td align="center">0.5909091</td>
<td align="center">2486</td>
<td align="center">0.6082433</td>
<td align="center">2499</td>
</tr>
</tbody>
</table>
@ -1236,27 +1236,27 @@ therapies very easily:</p>
<tbody>
<tr class="odd">
<td align="center">Escherichia</td>
<td align="center">0.6715365</td>
<td align="center">0.6534005</td>
<td align="center">0.8831234</td>
<td align="center">0.6621849</td>
<td align="center">0.6502521</td>
<td align="center">0.8878992</td>
</tr>
<tr class="even">
<td align="center">Klebsiella</td>
<td align="center">0.6612666</td>
<td align="center">0.6612666</td>
<td align="center">0.8910162</td>
<td align="center">0.6415797</td>
<td align="center">0.6684054</td>
<td align="center">0.8941878</td>
</tr>
<tr class="odd">
<td align="center">Staphylococcus</td>
<td align="center">0.6719676</td>
<td align="center">0.6679139</td>
<td align="center">0.8961646</td>
<td align="center">0.6676683</td>
<td align="center">0.6529447</td>
<td align="center">0.8846154</td>
</tr>
<tr class="even">
<td align="center">Streptococcus</td>
<td align="center">0.4732739</td>
<td align="center">0.4693201</td>
<td align="center">0.0000000</td>
<td align="center">0.4732739</td>
<td align="center">0.4693201</td>
</tr>
</tbody>
</table>
@ -1284,23 +1284,23 @@ classes, use a antibiotic class selector such as
<tbody>
<tr class="odd">
<td align="left">Hospital A</td>
<td align="right">57.7%</td>
<td align="right">35.9%</td>
<td align="right">58.8%</td>
<td align="right">36.2%</td>
</tr>
<tr class="even">
<td align="left">Hospital B</td>
<td align="right">58.0%</td>
<td align="right">35.8%</td>
<td align="right">58.4%</td>
<td align="right">36.9%</td>
</tr>
<tr class="odd">
<td align="left">Hospital C</td>
<td align="right">59.5%</td>
<td align="right">36.9%</td>
<td align="right">57.2%</td>
<td align="right">36.3%</td>
</tr>
<tr class="even">
<td align="left">Hospital D</td>
<td align="right">59.1%</td>
<td align="right">35.0%</td>
<td align="right">60.8%</td>
<td align="right">37.1%</td>
</tr>
</tbody>
</table>
@ -1416,18 +1416,16 @@ classes) <code>&lt;mic&gt;</code> and <code>&lt;disk&gt;</code>:</p>
<code class="sourceCode R"><span><span class="va">mic_values</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/random.html">random_mic</a></span><span class="op">(</span>size <span class="op">=</span> <span class="fl">100</span><span class="op">)</span></span>
<span><span class="va">mic_values</span></span>
<span><span class="co"># Class 'mic'</span></span>
<span><span class="co"># [1] 256 0.5 0.002 16 0.01 0.025 0.0625 0.002 0.25 </span></span>
<span><span class="co"># [10] 0.25 0.002 0.002 256 &lt;=0.001 2 4 0.025 1 </span></span>
<span><span class="co"># [19] 32 32 0.5 0.125 256 64 0.25 0.002 0.005 </span></span>
<span><span class="co"># [28] 0.01 64 0.5 0.25 8 256 0.025 8 0.025 </span></span>
<span><span class="co"># [37] 0.0625 4 0.0625 0.125 0.025 128 256 16 2 </span></span>
<span><span class="co"># [46] 32 32 0.125 16 &lt;=0.001 0.25 64 0.01 0.01 </span></span>
<span><span class="co"># [55] 128 256 0.01 256 32 0.5 0.25 16 128 </span></span>
<span><span class="co"># [64] &lt;=0.001 2 8 128 2 32 4 0.025 16 </span></span>
<span><span class="co"># [73] 4 0.002 0.025 0.125 0.125 16 16 64 0.005 </span></span>
<span><span class="co"># [82] 4 4 &lt;=0.001 0.125 4 0.025 0.25 0.25 0.025 </span></span>
<span><span class="co"># [91] 256 64 128 0.25 0.002 128 2 1 0.005 </span></span>
<span><span class="co"># [100] 0.005</span></span></code></pre></div>
<span><span class="co"># [1] 256 64 0.001 0.01 8 8 1 0.5 0.5 16 </span></span>
<span><span class="co"># [11] 0.125 256 0.5 0.002 2 0.005 1 1 256 0.002 </span></span>
<span><span class="co"># [21] 0.002 0.01 0.25 2 256 64 0.125 128 0.001 4 </span></span>
<span><span class="co"># [31] 0.125 0.0625 1 64 256 0.25 128 0.5 0.5 32 </span></span>
<span><span class="co"># [41] 16 2 0.125 0.005 8 0.0625 0.01 0.25 0.125 0.025 </span></span>
<span><span class="co"># [51] 0.0625 4 0.125 8 0.002 0.5 0.01 0.025 0.125 0.025 </span></span>
<span><span class="co"># [61] 0.001 16 1 0.25 0.5 2 8 0.01 8 0.0625</span></span>
<span><span class="co"># [71] 2 0.025 8 0.005 0.025 8 0.002 0.002 256 2 </span></span>
<span><span class="co"># [81] 0.01 0.002 16 0.0625 64 8 0.005 32 0.125 0.001 </span></span>
<span><span class="co"># [91] 0.002 2 0.125 8 1 128 0.01 1 0.001 0.025</span></span></code></pre></div>
<div class="sourceCode" id="cb36"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="co"># base R:</span></span>
<span><span class="fu"><a href="../reference/plot.html">plot</a></span><span class="op">(</span><span class="va">mic_values</span><span class="op">)</span></span></code></pre></div>
@ -1461,10 +1459,10 @@ plotting:</p>
<code class="sourceCode R"><span><span class="va">disk_values</span> <span class="op">&lt;-</span> <span class="fu"><a href="../reference/random.html">random_disk</a></span><span class="op">(</span>size <span class="op">=</span> <span class="fl">100</span>, mo <span class="op">=</span> <span class="st">"E. coli"</span>, ab <span class="op">=</span> <span class="st">"cipro"</span><span class="op">)</span></span>
<span><span class="va">disk_values</span></span>
<span><span class="co"># Class 'disk'</span></span>
<span><span class="co"># [1] 25 30 24 29 30 26 26 18 31 21 25 20 21 29 30 18 29 28 26 24 29 23 21 19 18</span></span>
<span><span class="co"># [26] 19 30 23 22 21 28 24 30 22 24 18 27 24 20 21 30 28 27 27 30 20 30 24 21 29</span></span>
<span><span class="co"># [51] 29 20 22 24 20 28 27 30 20 24 23 19 28 29 31 28 31 30 28 31 28 27 27 25 28</span></span>
<span><span class="co"># [76] 24 18 22 22 28 22 17 30 17 27 25 24 17 29 30 19 19 18 26 23 23 18 23 19 30</span></span></code></pre></div>
<span><span class="co"># [1] 25 20 25 25 26 18 20 24 23 28 30 18 27 27 25 20 28 21 19 23 27 28 28 24 28</span></span>
<span><span class="co"># [26] 17 25 19 23 30 22 17 31 23 31 24 28 25 28 28 27 31 20 24 18 18 24 29 17 31</span></span>
<span><span class="co"># [51] 17 28 23 26 19 25 18 22 24 18 17 27 26 26 25 18 23 21 21 28 17 25 30 29 29</span></span>
<span><span class="co"># [76] 18 31 20 22 28 23 26 24 27 28 20 25 19 19 17 24 24 17 18 17 30 24 21 29 27</span></span></code></pre></div>
<div class="sourceCode" id="cb42"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="co"># base R:</span></span>
<span><span class="fu"><a href="../reference/plot.html">plot</a></span><span class="op">(</span><span class="va">disk_values</span>, mo <span class="op">=</span> <span class="st">"E. coli"</span>, ab <span class="op">=</span> <span class="st">"cipro"</span><span class="op">)</span></span></code></pre></div>

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2
articles/EUCAST.html
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@ -38,7 +38,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

54
articles/MDR.html
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@ -38,7 +38,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -380,19 +380,19 @@ names or codes, this would have worked exactly the same way:</p>
<div class="sourceCode" id="cb8"><pre class="downlit sourceCode r">
<code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/head.html" class="external-link">head</a></span><span class="op">(</span><span class="va">my_TB_data</span><span class="op">)</span></span>
<span><span class="co"># rifampicin isoniazid gatifloxacin ethambutol pyrazinamide moxifloxacin</span></span>
<span><span class="co"># 1 I S R I I I</span></span>
<span><span class="co"># 2 I S I I S I</span></span>
<span><span class="co"># 3 S I S S I R</span></span>
<span><span class="co"># 4 R R R R I S</span></span>
<span><span class="co"># 5 R S I I R I</span></span>
<span><span class="co"># 6 I I I R R R</span></span>
<span><span class="co"># 1 S S R I I R</span></span>
<span><span class="co"># 2 R R S S I I</span></span>
<span><span class="co"># 3 S R S S I S</span></span>
<span><span class="co"># 4 R I R S S R</span></span>
<span><span class="co"># 5 R I R I S S</span></span>
<span><span class="co"># 6 I I I R S I</span></span>
<span><span class="co"># kanamycin</span></span>
<span><span class="co"># 1 I</span></span>
<span><span class="co"># 2 I</span></span>
<span><span class="co"># 2 R</span></span>
<span><span class="co"># 3 R</span></span>
<span><span class="co"># 4 I</span></span>
<span><span class="co"># 5 R</span></span>
<span><span class="co"># 6 S</span></span></code></pre></div>
<span><span class="co"># 6 R</span></span></code></pre></div>
<p>We can now add the interpretation of MDR-TB to our data set. You can
use:</p>
<div class="sourceCode" id="cb9"><pre class="downlit sourceCode r">
@ -433,40 +433,40 @@ Unique: 5</p>
<tr class="odd">
<td align="left">1</td>
<td align="left">Mono-resistant</td>
<td align="right">3250</td>
<td align="right">65.00%</td>
<td align="right">3250</td>
<td align="right">65.00%</td>
<td align="right">3174</td>
<td align="right">63.48%</td>
<td align="right">3174</td>
<td align="right">63.48%</td>
</tr>
<tr class="even">
<td align="left">2</td>
<td align="left">Negative</td>
<td align="right">977</td>
<td align="right">19.54%</td>
<td align="right">4227</td>
<td align="right">84.54%</td>
<td align="right">1008</td>
<td align="right">20.16%</td>
<td align="right">4182</td>
<td align="right">83.64%</td>
</tr>
<tr class="odd">
<td align="left">3</td>
<td align="left">Multi-drug-resistant</td>
<td align="right">433</td>
<td align="right">8.66%</td>
<td align="right">4660</td>
<td align="right">93.20%</td>
<td align="right">451</td>
<td align="right">9.02%</td>
<td align="right">4633</td>
<td align="right">92.66%</td>
</tr>
<tr class="even">
<td align="left">4</td>
<td align="left">Poly-resistant</td>
<td align="right">250</td>
<td align="right">5.00%</td>
<td align="right">4910</td>
<td align="right">98.20%</td>
<td align="right">255</td>
<td align="right">5.10%</td>
<td align="right">4888</td>
<td align="right">97.76%</td>
</tr>
<tr class="odd">
<td align="left">5</td>
<td align="left">Extensively drug-resistant</td>
<td align="right">90</td>
<td align="right">1.80%</td>
<td align="right">112</td>
<td align="right">2.24%</td>
<td align="right">5000</td>
<td align="right">100.00%</td>
</tr>

2
articles/PCA.html
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@ -38,7 +38,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
articles/SPSS.html
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@ -38,7 +38,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
articles/WHONET.html
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@ -38,7 +38,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
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@ -38,7 +38,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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@ -38,7 +38,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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@ -42,7 +42,7 @@
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
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@ -137,7 +137,7 @@
</div>
<div class="section level2">
<h2 class="pkg-version" data-toc-text="1.8.2.9102" id="amr-1829102">AMR 1.8.2.9102<a class="anchor" aria-label="anchor" href="#amr-1829102"></a></h2>
<h2 class="pkg-version" data-toc-text="1.8.2.9103" id="amr-1829103">AMR 1.8.2.9103<a class="anchor" aria-label="anchor" href="#amr-1829103"></a></h2>
<p><em>(this beta version will eventually become v2.0! We’re happy to reach a new major milestone soon!)</em></p>
<p>This is a new major release of the AMR package, with great new additions but also some breaking changes for current users. These are all listed below.</p>
<p><strong><a href="https://en.wikipedia.org/wiki/TL;DR" class="external-link">TL;DR</a></strong></p>
@ -151,25 +151,25 @@
<li>Many new interesting functions, such as <code><a href="../reference/proportion.html">sir_confidence_interval()</a></code> and <code><a href="../reference/mean_amr_distance.html">mean_amr_distance()</a></code>, and <code><a href="../reference/add_custom_microorganisms.html">add_custom_microorganisms()</a></code> to add custom microorganisms to this package</li>
<li>Many small bug fixes</li>
</ul><div class="section level3">
<h3 id="new-1-8-2-9102">New<a class="anchor" aria-label="anchor" href="#new-1-8-2-9102"></a></h3>
<h3 id="new-1-8-2-9103">New<a class="anchor" aria-label="anchor" href="#new-1-8-2-9103"></a></h3>
<div class="section level4">
<h4 id="sir-vs-rsi-1-8-2-9102">SIR vs. RSI<a class="anchor" aria-label="anchor" href="#sir-vs-rsi-1-8-2-9102"></a></h4>
<h4 id="sir-vs-rsi-1-8-2-9103">SIR vs. RSI<a class="anchor" aria-label="anchor" href="#sir-vs-rsi-1-8-2-9103"></a></h4>
<p>For this milestone version, we replaced all mentions of RSI with SIR, to comply with what is actually being commonly used in the field of clinical microbiology when it comes to this tri-form regarding AMR.</p>
<p>While existing functions such as <code><a href="../reference/AMR-deprecated.html">as.rsi()</a></code>, <code><a href="../reference/AMR-deprecated.html">rsi_df()</a></code> and <code><a href="../reference/AMR-deprecated.html">ggplot_rsi()</a></code> still work, their replacements <code><a href="../reference/as.sir.html">as.sir()</a></code>, <code><a href="../reference/proportion.html">sir_df()</a></code>, <code><a href="../reference/ggplot_sir.html">ggplot_sir()</a></code> are now the current functions for AMR data analysis. A warning will be thrown once a session to remind users about this. The data set <code>rsi_translation</code> is now called <code>clinical_breakpoints</code> to better reflect its content.</p>
<p>The ‘RSI functions’ will be removed in a future version, but not before late 2023 / early 2024.</p>
</div>
<div class="section level4">
<h4 id="interpretation-of-mic-and-disk-diffusion-values-1-8-2-9102">Interpretation of MIC and disk diffusion values<a class="anchor" aria-label="anchor" href="#interpretation-of-mic-and-disk-diffusion-values-1-8-2-9102"></a></h4>
<h4 id="interpretation-of-mic-and-disk-diffusion-values-1-8-2-9103">Interpretation of MIC and disk diffusion values<a class="anchor" aria-label="anchor" href="#interpretation-of-mic-and-disk-diffusion-values-1-8-2-9103"></a></h4>
<p>The clinical breakpoints and intrinsic resistance of EUCAST 2022 and CLSI 2022 have been added for <code><a href="../reference/as.sir.html">as.sir()</a></code>. EUCAST 2022 (v12.0) is now the new default guideline for all MIC and disks diffusion interpretations, and for <code><a href="../reference/eucast_rules.html">eucast_rules()</a></code> to apply EUCAST Expert Rules. The default guideline (EUCAST) can now be changed with the new <code>AMR_guideline</code> option, such as: <code>options(AMR_guideline = "CLSI 2020")</code>.</p>
<p>Interpretation guidelines older than 10 years were removed, the oldest now included guidelines of EUCAST and CLSI are from 2013.</p>
</div>
<div class="section level4">
<h4 id="supported-languages-1-8-2-9102">Supported languages<a class="anchor" aria-label="anchor" href="#supported-languages-1-8-2-9102"></a></h4>
<h4 id="supported-languages-1-8-2-9103">Supported languages<a class="anchor" aria-label="anchor" href="#supported-languages-1-8-2-9103"></a></h4>
<p>We added support for the following languages: Chinese, Greek, Japanese, Polish, Turkish and Ukrainian. All antibiotic names are now available in these languages, and the AMR package will automatically determine a supported language based on the user system language.</p>
<p>We are very grateful for the valuable input by our colleagues from other countries. The <code>AMR</code> package is now available in 16 languages and according to download stats used in almost all countries in the world!</p>
</div>
<div class="section level4">
<h4 id="microbiological-taxonomy-1-8-2-9102">Microbiological taxonomy<a class="anchor" aria-label="anchor" href="#microbiological-taxonomy-1-8-2-9102"></a></h4>
<h4 id="microbiological-taxonomy-1-8-2-9103">Microbiological taxonomy<a class="anchor" aria-label="anchor" href="#microbiological-taxonomy-1-8-2-9103"></a></h4>
<p>The <code>microorganisms</code> data set no longer relies on the Catalogue of Life, but on the List of Prokaryotic names with Standing in Nomenclature (LPSN) and is supplemented with the ‘backbone taxonomy’ from the Global Biodiversity Information Facility (GBIF). The structure of this data set has changed to include separate LPSN and GBIF identifiers. Almost all previous MO codes were retained. It contains over 1,400 taxonomic names from 2022.</p>
<p>We previously relied on our own experience to categorise species into pathogenic groups, but we were very happy to encounter the very recent work of Bartlett <em>et al.</em> (2022, DOI <a href="https://doi.org/10.1099/mic.0.001269" class="external-link">10.1099/mic.0.001269</a>) who extensively studied medical-scientific literature to categorise all bacterial species into groups. See <code><a href="../reference/mo_matching_score.html">mo_matching_score()</a></code> on how their work was incorporated into the <code>prevalence</code> column of the <code>microorganisms</code> data set. Using their results, the <code><a href="../reference/as.mo.html">as.mo()</a></code> and all <code>mo_*()</code> functions are now much better capable of converting user input to valid taxonomic records.</p>
<p>The new function <code><a href="../reference/add_custom_microorganisms.html">add_custom_microorganisms()</a></code> allows users to add custom microorganisms to the <code>AMR</code> package.</p>
@ -193,7 +193,7 @@
<li>The <code>microorganisms.old</code> data set was removed, and all previously accepted names are now included in the <code>microorganisms</code> data set. A new column <code>status</code> contains <code>"accepted"</code> for currently accepted names and <code>"synonym"</code> for taxonomic synonyms; currently invalid names. All previously accepted names now have a microorganisms ID and - if available - an LPSN, GBIF and SNOMED CT identifier.</li>
</ul></div>
<div class="section level4">
<h4 id="antibiotic-agents-and-selectors-1-8-2-9102">Antibiotic agents and selectors<a class="anchor" aria-label="anchor" href="#antibiotic-agents-and-selectors-1-8-2-9102"></a></h4>
<h4 id="antibiotic-agents-and-selectors-1-8-2-9103">Antibiotic agents and selectors<a class="anchor" aria-label="anchor" href="#antibiotic-agents-and-selectors-1-8-2-9103"></a></h4>
<p>The new function <code><a href="../reference/add_custom_antimicrobials.html">add_custom_antimicrobials()</a></code> allows users to add custom antimicrobial codes and names to the <code>AMR</code> package.</p>
<p>The <code>antibiotics</code> data set was greatly updated:</p>
<ul><li>The following 20 antibiotics have been added (also includes the <a href="https://www.whocc.no/atc_ddd_index/?code=J01RA&amp;showdescription=no" class="external-link">new J01RA ATC group</a>): azithromycin/fluconazole/secnidazole (AFC), cefepime/amikacin (CFA), cefixime/ornidazole (CEO), ceftriaxone/beta-lactamase inhibitor (CEB), ciprofloxacin/metronidazole (CIM), ciprofloxacin/ornidazole (CIO), ciprofloxacin/tinidazole (CIT), furazidin (FUR), isoniazid/sulfamethoxazole/trimethoprim/pyridoxine (IST), lascufloxacin (LSC), levofloxacin/ornidazole (LEO), nemonoxacin (NEM), norfloxacin/metronidazole (NME), norfloxacin/tinidazole (NTI), ofloxacin/ornidazole (OOR), oteseconazole (OTE), rifampicin/ethambutol/isoniazid (REI), sarecycline (SRC), tetracycline/oleandomycin (TOL), and thioacetazone (TAT)</li>
@ -205,14 +205,14 @@
</ul><p>Also, we added support for using antibiotic selectors in scoped <code>dplyr</code> verbs (with or without using <code><a href="https://dplyr.tidyverse.org/reference/vars.html" class="external-link">vars()</a></code>), such as in: <code>... %&gt;% summarise_at(aminoglycosides(), resistance)</code>, please see <code><a href="../reference/proportion.html">resistance()</a></code> for examples.</p>
</div>
<div class="section level4">
<h4 id="antiviral-agents-1-8-2-9102">Antiviral agents<a class="anchor" aria-label="anchor" href="#antiviral-agents-1-8-2-9102"></a></h4>
<h4 id="antiviral-agents-1-8-2-9103">Antiviral agents<a class="anchor" aria-label="anchor" href="#antiviral-agents-1-8-2-9103"></a></h4>
<p>We now added extensive support for antiviral agents! For the first time, the <code>AMR</code> package has extensive support for antiviral drugs and to work with their names, codes and other data in any way.</p>
<ul><li>The <code>antivirals</code> data set has been extended with 18 new drugs (also from the <a href="https://www.whocc.no/atc_ddd_index/?code=J05AJ&amp;showdescription=no" class="external-link">new J05AJ ATC group</a>) and now also contains antiviral identifiers and LOINC codes</li>
<li>A new data type <code>av</code> (<em>antivirals</em>) has been added, which is functionally similar to <code>ab</code> for antibiotics</li>
<li>Functions <code><a href="../reference/as.av.html">as.av()</a></code>, <code><a href="../reference/av_property.html">av_name()</a></code>, <code><a href="../reference/av_property.html">av_atc()</a></code>, <code><a href="../reference/av_property.html">av_synonyms()</a></code>, <code><a href="../reference/av_from_text.html">av_from_text()</a></code> have all been added as siblings to their <code>ab_*()</code> equivalents</li>
</ul></div>
<div class="section level4">
<h4 id="other-new-functions-1-8-2-9102">Other new functions<a class="anchor" aria-label="anchor" href="#other-new-functions-1-8-2-9102"></a></h4>
<h4 id="other-new-functions-1-8-2-9103">Other new functions<a class="anchor" aria-label="anchor" href="#other-new-functions-1-8-2-9103"></a></h4>
<ul><li>Function <code><a href="../reference/proportion.html">sir_confidence_interval()</a></code> to add confidence intervals in AMR calculation. This is now also included in <code><a href="../reference/proportion.html">sir_df()</a></code> and <code><a href="../reference/proportion.html">proportion_df()</a></code>.</li>
<li>Function <code><a href="../reference/mean_amr_distance.html">mean_amr_distance()</a></code> to calculate the mean AMR distance. The mean AMR distance is a normalised numeric value to compare AMR test results and can help to identify similar isolates, without comparing antibiograms by hand.</li>
<li>Function <code><a href="../reference/as.sir.html">sir_interpretation_history()</a></code> to view the history of previous runs of <code><a href="../reference/as.sir.html">as.sir()</a></code> (previously <code><a href="../reference/AMR-deprecated.html">as.rsi()</a></code>). This returns a ‘logbook’ with the selected guideline, reference table and specific interpretation of each row in a data set on which <code><a href="../reference/as.sir.html">as.sir()</a></code> was run.</li>
@ -221,7 +221,7 @@
</ul></div>
</div>
<div class="section level3">
<h3 id="changes-1-8-2-9102">Changes<a class="anchor" aria-label="anchor" href="#changes-1-8-2-9102"></a></h3>
<h3 id="changes-1-8-2-9103">Changes<a class="anchor" aria-label="anchor" href="#changes-1-8-2-9103"></a></h3>
<ul><li>Argument <code>combine_IR</code> has been removed from this package (affecting functions <code><a href="../reference/count.html">count_df()</a></code>, <code><a href="../reference/proportion.html">proportion_df()</a></code>, and <code><a href="../reference/proportion.html">sir_df()</a></code> and some plotting functions), since it was replaced with <code>combine_SI</code> three years ago</li>
<li>Using <code>units</code> in <code>ab_ddd(..., units = "...")</code> had been deprecated for some time and is now not supported anymore. Use <code><a href="../reference/ab_property.html">ab_ddd_units()</a></code> instead.</li>
<li>Support for <code>data.frame</code>-enhancing R packages, more specifically: <code><a href="https://Rdatatable.gitlab.io/data.table/reference/data.table.html" class="external-link">data.table::data.table</a></code>, <code><a href="https://rdrr.io/pkg/janitor/man/tabyl.html" class="external-link">janitor::tabyl</a></code>, <code><a href="https://tibble.tidyverse.org/reference/tibble.html" class="external-link">tibble::tibble</a></code>, and <code><a href="https://tsibble.tidyverts.org/reference/tsibble.html" class="external-link">tsibble::tsibble</a></code>. AMR package functions that have a data set as output (such as <code><a href="../reference/proportion.html">sir_df()</a></code> and <code><a href="../reference/bug_drug_combinations.html">bug_drug_combinations()</a></code>), will now return the same data type as the input.</li>
@ -260,7 +260,7 @@
<li>Cleaning columns with <code><a href="../reference/as.sir.html">as.sir()</a></code>, <code><a href="../reference/as.mic.html">as.mic()</a></code>, or <code><a href="../reference/as.disk.html">as.disk()</a></code> will now show the column name in the warning for invalid results</li>
</ul></div>
<div class="section level3">
<h3 id="other-1-8-2-9102">Other<a class="anchor" aria-label="anchor" href="#other-1-8-2-9102"></a></h3>
<h3 id="other-1-8-2-9103">Other<a class="anchor" aria-label="anchor" href="#other-1-8-2-9103"></a></h3>
<ul><li>Added Peter Dutey-Magni, Dmytro Mykhailenko, Anton Mymrikov, Andrew Norgan, and Jonas Salm as contributors, to thank them for their valuable input</li>
<li>New website to make use of the new Bootstrap 5 and pkgdown 2.0. The website now contains results for all examples and will be automatically regenerated with every change to our repository, using GitHub Actions</li>
<li>All R and Rmd files in this project are now styled using the <code>styler</code> package</li>

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@ -11,7 +11,7 @@ articles:
datasets: datasets.html
resistance_predict: resistance_predict.html
welcome_to_AMR: welcome_to_AMR.html
last_built: 2023-01-24T15:14Z
last_built: 2023-01-24T15:35Z
urls:
reference: https://msberends.github.io/AMR/reference
article: https://msberends.github.io/AMR/articles

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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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@ -18,7 +18,7 @@ The AMR package is available in English, Chinese, Danish, Dutch, French, German,
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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@ -10,7 +10,7 @@
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reference/add_custom_antimicrobials.html
View File

@ -10,7 +10,7 @@
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reference/add_custom_microorganisms.html
View File

@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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22
reference/age.html
View File

@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
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@ -200,16 +200,16 @@
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="va">df</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> birth_date age age_exact age_at_y2k</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 1958-10-07 64 64.29863 41</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 1987-07-08 35 35.54795 12</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 1944-12-24 78 78.08493 55</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 1964-04-16 58 58.77534 35</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 1949-09-18 73 73.35068 50</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 1958-11-01 64 64.23014 41</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 1945-02-01 77 77.97808 54</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 1982-10-13 40 40.28219 17</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 1970-01-14 53 53.02740 29</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 1949-01-28 73 73.98904 50</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 1941-04-16 81 81.77534 58</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 1966-08-03 56 56.47671 33</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 1980-02-04 42 42.96986 19</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 1967-03-18 55 55.85479 32</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 1947-05-25 75 75.66849 52</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 1948-08-19 74 74.43288 51</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 1933-07-04 89 89.55890 66</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 1954-12-03 68 68.14247 45</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 1956-07-25 66 66.50137 43</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 1998-12-10 24 24.12329 1</span>
</code></pre></div>
</div>
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@ -10,7 +10,7 @@
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@ -10,7 +10,7 @@
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reference/antibiotics.html
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@ -10,7 +10,7 @@
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@ -10,7 +10,7 @@
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@ -10,7 +10,7 @@
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reference/as.mo.html
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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reference/as.sir.html
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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@ -519,16 +519,16 @@ A microorganism is categorised as "Resistant" when there is a high likelihood of
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 50 × 12</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> datetime index ab_input ab_guid…¹ mo_in…² mo_guideline guide…³</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dttm&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;ab&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 2023-01-24 <span style="color: #949494;">15:15:35</span> 1 TOB TOB Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 2023-01-24 <span style="color: #949494;">15:15:35</span> 1 GEN GEN Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 2023-01-24 <span style="color: #949494;">15:15:34</span> 1 CIP CIP Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 2023-01-24 <span style="color: #949494;">15:15:34</span> 1 AMP AMP Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 2023-01-24 <span style="color: #949494;">15:15:29</span> 1 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 2023-01-24 <span style="color: #949494;">15:15:29</span> 2 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 2023-01-24 <span style="color: #949494;">15:15:29</span> 3 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 2023-01-24 <span style="color: #949494;">15:15:29</span> 4 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 2023-01-24 <span style="color: #949494;">15:15:29</span> 5 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 2023-01-24 <span style="color: #949494;">15:15:29</span> 6 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 2023-01-24 <span style="color: #949494;">15:36:22</span> 1 TOB TOB Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> 2023-01-24 <span style="color: #949494;">15:36:22</span> 1 GEN GEN Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 2023-01-24 <span style="color: #949494;">15:36:21</span> 1 CIP CIP Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 2023-01-24 <span style="color: #949494;">15:36:21</span> 1 AMP AMP Escher… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 2023-01-24 <span style="color: #949494;">15:36:15</span> 1 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 2023-01-24 <span style="color: #949494;">15:36:15</span> 2 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 2023-01-24 <span style="color: #949494;">15:36:15</span> 3 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 2023-01-24 <span style="color: #949494;">15:36:15</span> 4 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 2023-01-24 <span style="color: #949494;">15:36:15</span> 5 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> 2023-01-24 <span style="color: #949494;">15:36:15</span> 6 CIP CIP B_ESCH… B_[ORD]_ENTRBCTR EUCAST…</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 40 more rows, 5 more variables: ref_table &lt;chr&gt;, method &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># input &lt;dbl&gt;, outcome &lt;sir&gt;, breakpoint_S_R &lt;chr&gt;, and abbreviated variable</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># names ¹​ab_guideline, ²​mo_input, ³​guideline</span></span>

2
reference/atc_online.html
View File

@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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@ -10,7 +10,7 @@
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@ -10,7 +10,7 @@
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@ -10,7 +10,7 @@
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@ -10,7 +10,7 @@
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@ -10,7 +10,7 @@
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@ -12,7 +12,7 @@ count_resistant() should be used to count resistant isolates, count_susceptible(
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@ -10,7 +10,7 @@
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@ -10,7 +10,7 @@
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@ -12,7 +12,7 @@ To improve the interpretation of the antibiogram before EUCAST rules are applied
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@ -10,7 +10,7 @@
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2
reference/first_isolate.html
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@ -12,7 +12,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
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2
reference/g.test.html
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
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147
reference/get_episode.html
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
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@ -187,41 +187,44 @@
<span class="r-in"><span><span class="va">df</span> <span class="op">&lt;-</span> <span class="va">example_isolates</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/sample.html" class="external-link">sample</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/seq.html" class="external-link">seq_len</a></span><span class="op">(</span><span class="fl">2000</span><span class="op">)</span>, size <span class="op">=</span> <span class="fl">200</span><span class="op">)</span>, <span class="op">]</span></span></span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="fu">get_episode</span><span class="op">(</span><span class="va">df</span><span class="op">$</span><span class="va">date</span>, episode_days <span class="op">=</span> <span class="fl">60</span><span class="op">)</span> <span class="co"># indices</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 15 40 30 35 53 30 34 19 11 63 13 19 55 9 17 46 2 58 62 52 59 9 22 51 37</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [26] 53 62 5 47 20 48 61 55 24 64 1 29 32 65 6 65 56 65 36 29 28 51 63 39 30</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [51] 7 3 14 12 37 2 62 25 15 57 54 44 4 13 8 43 12 15 32 43 43 60 62 65 10</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [76] 23 5 50 36 5 48 48 31 10 13 64 63 26 30 13 33 60 52 10 3 63 7 9 10 12</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [101] 4 22 31 13 13 40 32 8 59 38 45 36 10 15 62 18 60 57 61 45 66 57 21 60 62</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [126] 39 2 13 58 19 44 28 43 59 58 15 27 12 11 9 56 59 52 63 9 53 59 58 57 7</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [151] 31 21 29 2 38 13 57 55 48 53 54 6 49 65 16 12 44 63 13 35 53 21 41 19 59</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [176] 23 50 8 30 56 4 61 39 9 3 66 40 28 39 42 8 44 11 15 36 12 16 20 10 24</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 14 30 51 29 53 28 49 36 9 7 29 9 43 30 20 51 5 2 5 9 27 6 21 25 14</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [26] 20 29 22 42 51 56 39 31 47 1 10 56 7 54 13 39 20 44 10 37 45 26 42 53 3</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [51] 2 7 13 51 48 52 31 9 38 50 54 15 41 53 38 23 16 9 26 12 5 26 4 6 31</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [76] 7 40 27 55 57 22 52 27 36 26 16 10 48 23 36 49 47 6 6 56 22 51 48 44 24</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [101] 58 33 47 49 58 32 8 6 21 3 14 33 57 43 14 50 6 3 53 6 18 15 52 31 22</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [126] 7 47 6 42 39 45 1 49 23 53 13 18 35 8 57 12 11 17 3 55 16 12 54 55 14</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [151] 9 46 51 55 19 7 36 8 57 4 14 45 45 59 38 55 25 23 60 57 39 38 54 16 31</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [176] 3 16 39 50 37 40 14 53 60 6 34 32 14 3 30 52 24 23 1 59 52 11 41 7 26</span>
<span class="r-in"><span><span class="fu">is_new_episode</span><span class="op">(</span><span class="va">df</span><span class="op">$</span><span class="va">date</span>, episode_days <span class="op">=</span> <span class="fl">60</span><span class="op">)</span> <span class="co"># TRUE/FALSE</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] FALSE FALSE FALSE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [13] TRUE FALSE TRUE TRUE FALSE TRUE FALSE FALSE FALSE FALSE TRUE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [25] FALSE FALSE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE TRUE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [37] FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [49] FALSE FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [61] TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [73] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [85] FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [97] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [109] FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [121] FALSE FALSE FALSE FALSE TRUE TRUE TRUE FALSE FALSE FALSE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [133] FALSE FALSE FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [145] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [157] FALSE FALSE FALSE FALSE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [169] FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE FALSE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [181] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [193] FALSE FALSE FALSE FALSE TRUE TRUE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] FALSE TRUE FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [13] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [25] FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [37] FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE TRUE FALSE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [49] FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [61] FALSE FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [73] FALSE FALSE FALSE FALSE TRUE TRUE FALSE FALSE TRUE FALSE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [85] TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [97] FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [109] FALSE FALSE FALSE FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [121] TRUE TRUE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [133] FALSE FALSE FALSE FALSE FALSE TRUE FALSE TRUE TRUE FALSE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [145] FALSE TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [157] TRUE FALSE FALSE TRUE FALSE TRUE FALSE TRUE FALSE TRUE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [169] TRUE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [181] FALSE FALSE FALSE FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [193] TRUE TRUE FALSE FALSE TRUE FALSE FALSE FALSE</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># filter on results from the third 60-day episode only, using base R</span></span></span>
<span class="r-in"><span><span class="va">df</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/which.html" class="external-link">which</a></span><span class="op">(</span><span class="fu">get_episode</span><span class="op">(</span><span class="va">df</span><span class="op">$</span><span class="va">date</span>, <span class="fl">60</span><span class="op">)</span> <span class="op">==</span> <span class="fl">3</span><span class="op">)</span>, <span class="op">]</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 3 × 46</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> date patient age gender ward mo PEN OXA FLC AMX </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;date&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> 2002-07-16 241328 78 M Outpatie… B_STPHY_CONS R NA S R </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> 2002-08-19 A49852 70 M Clinical B_ESCHR_COLI R NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> 2002-07-30 218912 76 F ICU B_ESCHR_COLI R NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 6 × 46</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> date patient age gender ward mo PEN OXA FLC AMX </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;date&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span> <span style="color: #949494; font-style: italic;">&lt;sir&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> 2002-11-07 430011 82 F Clinical B_STPHY_CONS R NA R R </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> 2002-10-18 E55128 57 F ICU B_STPHY_AURS R NA S R </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> 2002-11-14 058917 76 F ICU B_STPHY_HMNS R NA S NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">4</span> 2002-10-18 E55128 57 F ICU B_STPHY_AURS R NA S R </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">5</span> 2002-11-18 956065 89 F Clinical B_ESCHR_COLI R NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">6</span> 2002-10-14 FCC668 54 F ICU B_ACNTB R NA NA NA </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 36 more variables: AMC &lt;sir&gt;, AMP &lt;sir&gt;, TZP &lt;sir&gt;, CZO &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># FEP &lt;sir&gt;, CXM &lt;sir&gt;, FOX &lt;sir&gt;, CTX &lt;sir&gt;, CAZ &lt;sir&gt;, CRO &lt;sir&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># GEN &lt;sir&gt;, TOB &lt;sir&gt;, AMK &lt;sir&gt;, KAN &lt;sir&gt;, TMP &lt;sir&gt;, SXT &lt;sir&gt;,</span></span>
@ -258,16 +261,16 @@
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups: condition [3]</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> patient date condition new_episode</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;date&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 827322 2005-06-06 B FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> BC9909 2011-07-08 A TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> F08866 2009-01-08 A FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 48BB05 2010-03-15 C FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 419568 2014-10-19 C TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 501361 2008-12-06 C FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 650870 2009-11-12 B TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 3CF3C4 2006-06-26 C TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 189363 2004-06-22 A FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> D39422 2017-05-17 A FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 277241 2005-08-31 A FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> A86006 2009-08-09 C FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 16DC39 2015-11-19 A FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> F68330 2009-04-09 A FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> A79917 2016-05-21 B FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> A80D37 2009-01-19 A FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 335263 2015-04-30 B FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 257844 2011-05-22 B FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> B8F499 2004-08-22 B FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> F35553 2004-02-28 A FALSE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 190 more rows</span></span>
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
<span class="r-in"><span> <span class="va">df</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span></span>
@ -279,19 +282,19 @@
<span class="r-in"><span> <span class="op">)</span></span></span>
<span class="r-in"><span><span class="op">}</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 200 × 5</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups: ward, patient [185]</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> ward date patient new_index new_logical</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;date&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> Clinical 2005-06-06 827322 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> Clinical 2011-07-08 BC9909 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> Clinical 2009-01-08 F08866 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> Clinical 2010-03-15 48BB05 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> Clinical 2014-10-19 419568 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> Clinical 2008-12-06 501361 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> Outpatient 2009-11-12 650870 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> Clinical 2006-06-26 3CF3C4 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> Clinical 2004-06-22 189363 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> Clinical 2017-05-17 D39422 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups: ward, patient [183]</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> ward date patient new_index new_logical</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;date&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;dbl&gt;</span> <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> ICU 2005-08-31 277241 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> Clinical 2009-08-09 A86006 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> ICU 2015-11-19 16DC39 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> Clinical 2009-04-09 F68330 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> Clinical 2016-05-21 A79917 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> Clinical 2009-01-19 A80D37 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> Clinical 2015-04-30 335263 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> Clinical 2011-05-22 257844 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> Clinical 2004-08-22 B8F499 1 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> ICU 2004-02-28 F35553 2 TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 190 more rows</span></span>
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
<span class="r-in"><span> <span class="va">df</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span></span>
@ -306,9 +309,9 @@
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 3 × 5</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> ward n_patients n_episodes_365 n_episodes_60 n_episodes_30</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span> <span style="color: #949494; font-style: italic;">&lt;int&gt;</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Clinical 116 15 55 74</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> ICU 58 11 34 44</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> Outpatient 11 7 11 11</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> Clinical 114 15 53 73</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> ICU 62 12 38 46</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> Outpatient 7 6 7 7</span>
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
<span class="r-in"><span> <span class="co"># grouping on patients and microorganisms leads to the same</span></span></span>
<span class="r-in"><span> <span class="co"># results as first_isolate() when using 'episode-based':</span></span></span>
@ -326,7 +329,7 @@
<span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/identical.html" class="external-link">identical</a></span><span class="op">(</span><span class="va">x</span>, <span class="va">y</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="op">}</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> Including isolates from ICU.</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] TRUE</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] FALSE</span>
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
<span class="r-in"><span> <span class="co"># but is_new_episode() has a lot more flexibility than first_isolate(),</span></span></span>
<span class="r-in"><span> <span class="co"># since you can now group on anything that seems relevant:</span></span></span>
@ -336,19 +339,19 @@
<span class="r-in"><span> <span class="fu"><a href="https://dplyr.tidyverse.org/reference/select.html" class="external-link">select</a></span><span class="op">(</span><span class="fu"><a href="https://dplyr.tidyverse.org/reference/group_data.html" class="external-link">group_vars</a></span><span class="op">(</span><span class="va">.</span><span class="op">)</span>, <span class="va">flag_episode</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="op">}</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 200 × 4</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups: patient, mo, ward [190]</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> patient mo ward flag_episode</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 827322 B_KLBSL_OXYT Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> BC9909 B_ESCHR_COLI Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> F08866 B_ESCHR_COLI Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> 48BB05 B_STPHY_CONS Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> 419568 B_STRPT_PNMN Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> 501361 B_STNTR_MLTP Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 650870 B_ESCHR_COLI Outpatient TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 3CF3C4 B_STPHY_CONS Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> 189363 B_STPHY_AURS Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> D39422 B_KLBSL_PNMN Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># Groups: patient, mo, ward [189]</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> patient mo ward flag_episode</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;mo&gt;</span> <span style="color: #949494; font-style: italic;">&lt;chr&gt;</span> <span style="color: #949494; font-style: italic;">&lt;lgl&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 1</span> 277241 B_STPHY_AURS ICU TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 2</span> A86006 B_STPHY_CONS Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 3</span> 16DC39 B_STPHY_HMLY ICU TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 4</span> F68330 B_STRPT_PNMN Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 5</span> A79917 B_ENTRC_FACM Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 6</span> A80D37 B_ESCHR_COLI Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 7</span> 335263 B_ENTRBC_CLOC Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 8</span> 257844 B_STPHY_CONS Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;"> 9</span> B8F499 B_STPHY_CONS Clinical TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">10</span> F35553 B_STPHY_AURS ICU TRUE </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># … with 190 more rows</span></span>
<span class="r-in"><span><span class="co"># }</span></span></span>
</code></pre></div>

2
reference/ggplot_pca.html
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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2
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
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2
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
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2
reference/index.html
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/italicise_taxonomy.html
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
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2
reference/join.html
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
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2
reference/key_antimicrobials.html
View File

@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

6
reference/kurtosis.html
View File

@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -177,9 +177,9 @@
<div class="section level2">
<h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">kurtosis</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Normal.html" class="external-link">rnorm</a></span><span class="op">(</span><span class="fl">10000</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 2.993695</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 2.880473</span>
<span class="r-in"><span><span class="fu">kurtosis</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Normal.html" class="external-link">rnorm</a></span><span class="op">(</span><span class="fl">10000</span><span class="op">)</span>, excess <span class="op">=</span> <span class="cn">TRUE</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.009794393</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.007374585</span>
</code></pre></div>
</div>
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2
reference/like.html
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
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2
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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95
reference/mean_amr_distance.html
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
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@ -196,30 +196,31 @@
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="va">sir</span> <span class="op">&lt;-</span> <span class="fu"><a href="random.html">random_sir</a></span><span class="op">(</span><span class="fl">10</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="va">sir</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'sir'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] I R S S I I R R S S</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] S I R I S R R I R S</span>
<span class="r-in"><span><span class="fu">mean_amr_distance</span><span class="op">(</span><span class="va">sir</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.621059 1.449138 -0.621059 -0.621059 -0.621059 -0.621059 1.449138</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [8] 1.449138 -0.621059 -0.621059</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.7745967 -0.7745967 1.1618950 -0.7745967 -0.7745967 1.1618950</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] 1.1618950 -0.7745967 1.1618950 -0.7745967</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="va">mic</span> <span class="op">&lt;-</span> <span class="fu"><a href="random.html">random_mic</a></span><span class="op">(</span><span class="fl">10</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="va">mic</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'mic'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 64 0.025 0.25 1 0.125 0.0625 32 &gt;=128 0.002 0.01 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.5 0.005 4 0.005 4 16 8 &gt;=128 &lt;=0.002</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [10] 0.125 </span>
<span class="r-in"><span><span class="fu">mean_amr_distance</span><span class="op">(</span><span class="va">mic</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 1.2951529 -0.7433996 -0.1452749 0.2148320 -0.3253284 -0.5053819</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] 1.1150994 1.4752064 -1.3994886 -0.9814174</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.004555148 -1.189296722 0.543632982 -1.189296722 0.543632982</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [6] 0.903018205 0.723325594 1.442096040 -1.426837433 -0.354830075</span>
<span class="r-in"><span><span class="co"># equal to the Z-score of their log2:</span></span></span>
<span class="r-in"><span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log2</a></span><span class="op">(</span><span class="va">mic</span><span class="op">)</span> <span class="op">-</span> <span class="fu"><a href="https://rdrr.io/r/base/mean.html" class="external-link">mean</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log2</a></span><span class="op">(</span><span class="va">mic</span><span class="op">)</span><span class="op">)</span><span class="op">)</span> <span class="op">/</span> <span class="fu"><a href="https://rdrr.io/r/stats/sd.html" class="external-link">sd</a></span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/base/Log.html" class="external-link">log2</a></span><span class="op">(</span><span class="va">mic</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 1.2951529 -0.7433996 -0.1452749 0.2148320 -0.3253284 -0.5053819</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] 1.1150994 1.4752064 -1.3994886 -0.9814174</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.004555148 -1.189296722 0.543632982 -1.189296722 0.543632982</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [6] 0.903018205 0.723325594 1.442096040 -1.426837433 -0.354830075</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="va">disk</span> <span class="op">&lt;-</span> <span class="fu"><a href="random.html">random_disk</a></span><span class="op">(</span><span class="fl">10</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="va">disk</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'disk'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 23 33 39 43 50 20 48 32 20 37</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 8 32 43 15 44 37 16 14 29 29</span>
<span class="r-in"><span><span class="fu">mean_amr_distance</span><span class="op">(</span><span class="va">disk</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -1.0485886 -0.1367724 0.4103173 0.7750438 1.4133151 -1.3221335</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] 1.2309519 -0.2279540 -1.3221335 0.2279540</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -1.4621577 0.4144083 1.2745011 -0.9148259 1.3526913 0.8053596</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] -0.8366357 -0.9930162 0.1798376 0.1798376</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="va">y</span> <span class="op">&lt;-</span> <span class="fu"><a href="https://rdrr.io/r/base/data.frame.html" class="external-link">data.frame</a></span><span class="op">(</span></span></span>
<span class="r-in"><span> id <span class="op">=</span> <span class="va">LETTERS</span><span class="op">[</span><span class="fl">1</span><span class="op">:</span><span class="fl">10</span><span class="op">]</span>,</span></span>
@ -229,36 +230,36 @@
<span class="r-in"><span> tobr <span class="op">=</span> <span class="fu"><a href="random.html">random_mic</a></span><span class="op">(</span><span class="fl">10</span>, ab <span class="op">=</span> <span class="st">"tobr"</span>, mo <span class="op">=</span> <span class="st">"Escherichia coli"</span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="op">)</span></span></span>
<span class="r-in"><span><span class="va">y</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> id amox cipr gent tobr</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 A R 19 8 &lt;=0.25</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 B I 20 16 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 C S 21 2 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 D R 30 4 4</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 E I 22 2 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 F S 28 16 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 G S 31 1 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 H R 21 4 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 I R 21 8 &lt;=0.25</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 J I 20 16 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> id amox cipr gent tobr</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 A I 25 16 0.25</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 B I 30 16 0.25</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 C I 28 0.5 8</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 D I 26 16 0.25</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 E S 26 8 0.5</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 F R 21 16 0.25</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 G S 19 2 2</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 H I 27 8 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 I R 19 8 1</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 J R 28 8 4</span>
<span class="r-in"><span><span class="fu">mean_amr_distance</span><span class="op">(</span><span class="va">y</span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ Calculating mean AMR distance based on columns "amox", "cipr", "gent" and</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> "tobr"</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.26006002 -0.13428531 -0.41365492 0.93268272 -0.54826784 0.49780904</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] -0.22563105 0.24531265 -0.14950859 0.05560332</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.19598774 0.12451337 -0.09209741 -0.13188752 -0.14956959 0.06516053</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [7] -0.63363528 0.05123363 0.05598101 0.90628900</span>
<span class="r-in"><span><span class="va">y</span><span class="op">$</span><span class="va">amr_distance</span> <span class="op">&lt;-</span> <span class="fu">mean_amr_distance</span><span class="op">(</span><span class="va">y</span>, <span class="fu">where</span><span class="op">(</span><span class="va">is.mic</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ Calculating mean AMR distance based on columns "gent" and "tobr"</span>
<span class="r-in"><span><span class="va">y</span><span class="op">[</span><span class="fu"><a href="https://rdrr.io/r/base/order.html" class="external-link">order</a></span><span class="op">(</span><span class="va">y</span><span class="op">$</span><span class="va">amr_distance</span><span class="op">)</span>, <span class="op">]</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> id amox cipr gent tobr amr_distance</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 G S 31 1 1 -0.9152098</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 A R 19 8 &lt;=0.25 -0.6256964</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 I R 21 8 &lt;=0.25 -0.6256964</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 E I 22 2 1 -0.5655205</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 C S 21 2 2 -0.1857432</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 H R 21 4 2 0.1639461</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 B I 20 16 1 0.4835474</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 D R 30 4 4 0.5437234</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 F S 28 16 2 0.8633247</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 J I 20 16 2 0.8633247</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> id amox cipr gent tobr amr_distance</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 C I 28 0.5 8 -0.27108669</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 G S 19 2 2 -0.20035843</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 E S 26 8 0.5 -0.12963016</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 A I 25 16 0.25 -0.09426603</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 B I 30 16 0.25 -0.09426603</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 D I 26 16 0.25 -0.09426603</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 F R 21 16 0.25 -0.09426603</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 H I 27 8 1 0.14377582</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 I R 19 8 1 0.14377582</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 J R 28 8 4 0.69058778</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
<span class="r-in"><span> <span class="va">y</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span></span>
@ -270,17 +271,17 @@
<span class="r-in"><span><span class="op">}</span></span></span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> ℹ Calculating mean AMR distance based on columns "amox", "cipr", "gent" and</span>
<span class="r-msg co"><span class="r-pr">#&gt;</span> "tobr"</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> id amox cipr gent tobr amr_distance check_id_C</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 C S 21 2 2 -0.41365492 0.0000000</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 E I 22 2 1 -0.54826784 0.1346129</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 A R 19 8 &lt;=0.25 -0.26006002 0.1535949</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 G S 31 1 1 -0.22563105 0.1880239</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 I R 21 8 &lt;=0.25 -0.14950859 0.2641463</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 B I 20 16 1 -0.13428531 0.2793696</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 J I 20 16 2 0.05560332 0.4692582</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 H R 21 4 2 0.24531265 0.6589676</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 F S 28 16 2 0.49780904 0.9114640</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 D R 30 4 4 0.93268272 1.3463376</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> id amox cipr gent tobr amr_distance check_id_C</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 1 C I 28 0.5 8 -0.09209741 0.00000000</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 2 D I 26 16 0.25 -0.13188752 0.03979011</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 3 E S 26 8 0.5 -0.14956959 0.05747218</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 4 A I 25 16 0.25 -0.19598774 0.10389034</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 5 H I 27 8 1 0.05123363 0.14333103</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 6 I R 19 8 1 0.05598101 0.14807842</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 7 F R 21 16 0.25 0.06516053 0.15725794</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 8 B I 30 16 0.25 0.12451337 0.21661078</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 9 G S 19 2 2 -0.63363528 0.54153787</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> 10 J R 28 8 4 0.90628900 0.99838641</span>
<span class="r-in"><span><span class="kw">if</span> <span class="op">(</span><span class="kw"><a href="https://rdrr.io/r/base/library.html" class="external-link">require</a></span><span class="op">(</span><span class="st"><a href="https://dplyr.tidyverse.org" class="external-link">"dplyr"</a></span><span class="op">)</span><span class="op">)</span> <span class="op">{</span></span></span>
<span class="r-in"><span> <span class="co"># support for groups</span></span></span>
<span class="r-in"><span> <span class="va">example_isolates</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%&gt;%</a></span></span></span>

2
reference/microorganisms.codes.html
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/microorganisms.html
View File

@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/mo_matching_score.html
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/mo_property.html
View File

@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/mo_source.html
View File

@ -12,7 +12,7 @@ This is the fastest way to have your organisation (or analysis) specific codes p
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/pca.html
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

BIN
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2
reference/plot.html
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@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

2
reference/proportion.html
View File

@ -12,7 +12,7 @@ resistance() should be used to calculate resistance, susceptibility() should be
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

37
reference/random.html
View File

@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -188,44 +188,43 @@
<h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'mic'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 4 32 &gt;=128 0.01 0.002 64 0.5 0.125 0.25 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [10] 0.01 0.01 1 0.125 0.25 64 16 2 0.0625 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [19] 0.125 0.25 0.005 0.002 0.005 &lt;=0.001 &gt;=128 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 16 0.01 0.025 0.25 0.01 0.0625 0.001 16 0.01 128 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [11] 16 64 0.01 0.5 0.005 4 64 0.002 0.125 0.01 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [21] 0.0625 0.001 0.025 0.5 &gt;=256 </span>
<span class="r-in"><span><span class="fu">random_disk</span><span class="op">(</span><span class="fl">25</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'disk'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 32 13 27 48 48 41 19 8 40 46 25 43 7 35 15 21 43 24 22 42 48 43 25 16 43</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 41 50 9 45 7 8 44 29 22 7 44 30 28 20 38 50 38 40 18 12 13 35 50 8 12</span>
<span class="r-in"><span><span class="fu">random_sir</span><span class="op">(</span><span class="fl">25</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'sir'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] R I I S R R R I R I R R S I S R S I I I I S I S S</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] S I S R S I S R S R S R I I S S I S S I I S S S R</span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="co"># \donttest{</span></span></span>
<span class="r-in"><span><span class="co"># make the random generation more realistic by setting a bug and/or drug:</span></span></span>
<span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span><span class="op">)</span> <span class="co"># range 0.0625-64</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'mic'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.5 0.125 4 &gt;=256 1 0.0625 4 0.025 4 &gt;=256 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [11] 0.025 0.01 16 0.005 16 0.002 0.125 0.005 0.001 4 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [21] 0.001 8 0.125 &gt;=256 0.125 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 32 0.01 0.5 8 2 16 0.01 0.005 &gt;=64 0.025 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [11] 0.01 0.0625 &gt;=64 2 0.025 16 8 0.001 0.01 &gt;=64 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [21] 1 32 2 &gt;=64 0.25 </span>
<span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span>, <span class="st">"meropenem"</span><span class="op">)</span> <span class="co"># range 0.0625-16</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'mic'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] &lt;=0.5 16 4 1 &lt;=0.5 2 &lt;=0.5 4 1 4 &lt;=0.5 16 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [13] 8 8 16 8 1 8 32 &lt;=0.5 1 32 &lt;=0.5 16 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [25] 16 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 8 32 &gt;=64 8 &lt;=1 2 2 &lt;=1 8 8 16 2 32 4 2 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [16] &lt;=1 8 &lt;=1 &lt;=1 32 4 4 &gt;=64 32 16 </span>
<span class="r-in"><span><span class="fu">random_mic</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Streptococcus pneumoniae"</span>, <span class="st">"meropenem"</span><span class="op">)</span> <span class="co"># range 0.0625-4</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'mic'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.25 &lt;=0.0625 0.125 4 &gt;=16 &lt;=0.0625 4 &lt;=0.0625</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [9] 8 &lt;=0.0625 1 0.125 0.5 4 2 0.125 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [17] 4 &gt;=16 0.5 0.5 0.5 1 8 1 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [25] 1 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.25 0.25 0.5 0.25 0.125 4 8 8 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [9] 1 0.125 1 &lt;=0.0625 4 &lt;=0.0625 &lt;=0.0625 1 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [17] 0.125 1 0.125 2 2 4 4 1 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [25] 8 </span>
<span class="r-in"><span></span></span>
<span class="r-in"><span><span class="fu">random_disk</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span><span class="op">)</span> <span class="co"># range 8-50</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'disk'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 38 39 25 42 14 43 18 25 41 14 24 19 45 27 44 40 46 12 50 40 8 45 12 46 29</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 12 46 47 45 33 42 43 46 46 50 41 41 50 21 50 33 17 18 43 25 47 8 25 22 50</span>
<span class="r-in"><span><span class="fu">random_disk</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Klebsiella pneumoniae"</span>, <span class="st">"ampicillin"</span><span class="op">)</span> <span class="co"># range 11-17</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'disk'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 17 12 17 12 15 16 15 12 13 15 16 14 16 16 17 15 16 14 17 14 15 17 16 17 16</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 11 15 16 16 16 15 16 16 11 15 15 11 12 16 16 13 15 14 17 14 17 12 15 13 15</span>
<span class="r-in"><span><span class="fu">random_disk</span><span class="op">(</span><span class="fl">25</span>, <span class="st">"Streptococcus pneumoniae"</span>, <span class="st">"ampicillin"</span><span class="op">)</span> <span class="co"># range 12-27</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> Class 'disk'</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 24 25 23 16 25 27 22 16 27 16 24 18 25 20 20 19 22 20 26 24 15 17 20 17 26</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 16 25 17 26 18 23 20 17 15 24 20 23 20 16 24 27 25 17 23 25 25 25 24 25 17</span>
<span class="r-in"><span><span class="co"># }</span></span></span>
</code></pre></div>
</div>

2
reference/resistance_predict.html
View File

@ -10,7 +10,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

4
reference/skewness.html
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@ -12,7 +12,7 @@ When negative ('left-skewed'): the left tail is longer; the mass of the distribu
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@ -176,7 +176,7 @@ When negative ('left-skewed'): the left tail is longer; the mass of the distribu
<div class="section level2">
<h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2>
<div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="fu">skewness</span><span class="op">(</span><span class="fu"><a href="https://rdrr.io/r/stats/Uniform.html" class="external-link">runif</a></span><span class="op">(</span><span class="fl">1000</span><span class="op">)</span><span class="op">)</span></span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] -0.03679486</span>
<span class="r-out co"><span class="r-pr">#&gt;</span> [1] 0.01098241</span>
</code></pre></div>
</div>
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reference/translate.html
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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9102</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">1.8.2.9103</small>
<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">

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