mirror of
https://github.com/msberends/AMR.git
synced 2024-12-26 22:06:11 +01:00
269 lines
17 KiB
HTML
269 lines
17 KiB
HTML
<!DOCTYPE html>
|
|
<!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1.0"><title>Split Ages into Age Groups — age_groups • AMR (for R)</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><!-- jquery --><script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script><!-- Bootstrap --><link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/flatly/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous"><script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script><!-- bootstrap-toc --><link rel="stylesheet" href="../bootstrap-toc.css"><script src="../bootstrap-toc.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="../pkgdown.css" rel="stylesheet"><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><script src="../extra.js"></script><meta property="og:title" content="Split Ages into Age Groups — age_groups"><meta property="og:description" content="Split ages into age groups defined by the split argument. This allows for easier demographic (antimicrobial resistance) analysis."><meta property="og:image" content="https://msberends.github.io/AMR/logo.svg"><meta name="twitter:card" content="summary_large_image"><meta name="twitter:creator" content="@msberends"><meta name="twitter:site" content="@univgroningen"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
|
|
<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
|
|
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
|
|
<![endif]--></head><body data-spy="scroll" data-target="#toc">
|
|
|
|
|
|
<div class="container template-reference-topic">
|
|
<header><div class="navbar navbar-default navbar-fixed-top" role="navigation">
|
|
<div class="container">
|
|
<div class="navbar-header">
|
|
<button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false">
|
|
<span class="sr-only">Toggle navigation</span>
|
|
<span class="icon-bar"></span>
|
|
<span class="icon-bar"></span>
|
|
<span class="icon-bar"></span>
|
|
</button>
|
|
<span class="navbar-brand">
|
|
<a class="navbar-link" href="../index.html">AMR (for R)</a>
|
|
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Released version">1.8.1</span>
|
|
</span>
|
|
</div>
|
|
|
|
<div id="navbar" class="navbar-collapse collapse">
|
|
<ul class="nav navbar-nav"><li>
|
|
<a href="../index.html">
|
|
<span class="fa fa-home"></span>
|
|
|
|
Home
|
|
</a>
|
|
</li>
|
|
<li class="dropdown">
|
|
<a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
|
|
<span class="fa fa-question-circle"></span>
|
|
|
|
How to
|
|
|
|
<span class="caret"></span>
|
|
</a>
|
|
<ul class="dropdown-menu" role="menu"><li>
|
|
<a href="../articles/AMR.html">
|
|
<span class="fa fa-directions"></span>
|
|
|
|
Conduct AMR analysis
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/resistance_predict.html">
|
|
<span class="fa fa-dice"></span>
|
|
|
|
Predict antimicrobial resistance
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/datasets.html">
|
|
<span class="fa fa-database"></span>
|
|
|
|
Data sets for download / own use
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/PCA.html">
|
|
<span class="fa fa-compress"></span>
|
|
|
|
Conduct principal component analysis for AMR
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/MDR.html">
|
|
<span class="fa fa-skull-crossbones"></span>
|
|
|
|
Determine multi-drug resistance (MDR)
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/WHONET.html">
|
|
<span class="fa fa-globe-americas"></span>
|
|
|
|
Work with WHONET data
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/SPSS.html">
|
|
<span class="fa fa-file-upload"></span>
|
|
|
|
Import data from SPSS/SAS/Stata
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/EUCAST.html">
|
|
<span class="fa fa-exchange-alt"></span>
|
|
|
|
Apply EUCAST rules
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../reference/mo_property.html">
|
|
<span class="fa fa-bug"></span>
|
|
|
|
Get properties of a microorganism
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../reference/ab_property.html">
|
|
<span class="fa fa-capsules"></span>
|
|
|
|
Get properties of an antibiotic
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/benchmarks.html">
|
|
<span class="fa fa-shipping-fast"></span>
|
|
|
|
Other: benchmarks
|
|
</a>
|
|
</li>
|
|
</ul></li>
|
|
<li>
|
|
<a href="../reference/index.html">
|
|
<span class="fa fa-book-open"></span>
|
|
|
|
Manual
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../authors.html">
|
|
<span class="fa fa-users"></span>
|
|
|
|
Authors
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../news/index.html">
|
|
<span class="far fa-newspaper"></span>
|
|
|
|
Changelog
|
|
</a>
|
|
</li>
|
|
</ul><ul class="nav navbar-nav navbar-right"><li>
|
|
<a href="https://github.com/msberends/AMR" class="external-link">
|
|
<span class="fab fa-github"></span>
|
|
|
|
Source Code
|
|
</a>
|
|
</li>
|
|
</ul></div><!--/.nav-collapse -->
|
|
</div><!--/.container -->
|
|
</div><!--/.navbar -->
|
|
|
|
|
|
|
|
</header><div class="row">
|
|
<div class="col-md-9 contents">
|
|
<div class="page-header">
|
|
<h1>Split Ages into Age Groups</h1>
|
|
<small class="dont-index">Source: <a href="https://github.com/msberends/AMR/blob/HEAD/R/age.R" class="external-link"><code>R/age.R</code></a></small>
|
|
<div class="hidden name"><code>age_groups.Rd</code></div>
|
|
</div>
|
|
|
|
<div class="ref-description">
|
|
<p>Split ages into age groups defined by the <code>split</code> argument. This allows for easier demographic (antimicrobial resistance) analysis.</p>
|
|
</div>
|
|
|
|
<div id="ref-usage">
|
|
<div class="sourceCode"><pre class="sourceCode r"><code><span class="fu">age_groups</span><span class="op">(</span><span class="va">x</span>, split_at <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">12</span>, <span class="fl">25</span>, <span class="fl">55</span>, <span class="fl">75</span><span class="op">)</span>, na.rm <span class="op">=</span> <span class="cn">FALSE</span><span class="op">)</span></code></pre></div>
|
|
</div>
|
|
|
|
<div id="arguments">
|
|
<h2>Arguments</h2>
|
|
<dl><dt>x</dt>
|
|
<dd><p>age, e.g. calculated with <code><a href="age.html">age()</a></code></p></dd>
|
|
<dt>split_at</dt>
|
|
<dd><p>values to split <code>x</code> at, defaults to age groups 0-11, 12-24, 25-54, 55-74 and 75+. See <em>Details</em>.</p></dd>
|
|
<dt>na.rm</dt>
|
|
<dd><p>a <a href="https://rdrr.io/r/base/logical.html" class="external-link">logical</a> to indicate whether missing values should be removed</p></dd>
|
|
</dl></div>
|
|
<div id="value">
|
|
<h2>Value</h2>
|
|
<p>Ordered <a href="https://rdrr.io/r/base/factor.html" class="external-link">factor</a></p>
|
|
</div>
|
|
<div id="details">
|
|
<h2>Details</h2>
|
|
<p>To split ages, the input for the <code>split_at</code> argument can be:</p><ul><li><p>A <a href="https://rdrr.io/r/base/numeric.html" class="external-link">numeric</a> vector. A value of e.g. <code>c(10, 20)</code> will split <code>x</code> on 0-9, 10-19 and 20+. A value of only <code>50</code> will split <code>x</code> on 0-49 and 50+.
|
|
The default is to split on young children (0-11), youth (12-24), young adults (25-54), middle-aged adults (55-74) and elderly (75+).</p></li>
|
|
<li><p>A character:</p><ul><li><p><code>"children"</code> or <code>"kids"</code>, equivalent of: <code>c(0, 1, 2, 4, 6, 13, 18)</code>. This will split on 0, 1, 2-3, 4-5, 6-12, 13-17 and 18+.</p></li>
|
|
<li><p><code>"elderly"</code> or <code>"seniors"</code>, equivalent of: <code>c(65, 75, 85)</code>. This will split on 0-64, 65-74, 75-84, 85+.</p></li>
|
|
<li><p><code>"fives"</code>, equivalent of: <code>1:20 * 5</code>. This will split on 0-4, 5-9, ..., 95-99, 100+.</p></li>
|
|
<li><p><code>"tens"</code>, equivalent of: <code>1:10 * 10</code>. This will split on 0-9, 10-19, ..., 90-99, 100+.</p></li>
|
|
</ul></li>
|
|
</ul></div>
|
|
<div id="stable-lifecycle">
|
|
<h2>Stable Lifecycle</h2>
|
|
|
|
|
|
<p><img src="figures/lifecycle_stable.svg" style='margin-bottom:"5"'><br>
|
|
The <a href="lifecycle.html">lifecycle</a> of this function is <strong>stable</strong>. In a stable function, major changes are unlikely. This means that the unlying code will generally evolve by adding new arguments; removing arguments or changing the meaning of existing arguments will be avoided.</p>
|
|
<p>If the unlying code needs breaking changes, they will occur gradually. For example, an argument will be deprecated and first continue to work, but will emit a message informing you of the change. Next, typically after at least one newly released version on CRAN, the message will be transformed to an error.</p>
|
|
</div>
|
|
<div id="read-more-on-our-website-">
|
|
<h2>Read more on Our Website!</h2>
|
|
|
|
|
|
<p>On our website <a href="https://msberends.github.io/AMR/">https://msberends.github.io/AMR/</a> you can find <a href="https://msberends.github.io/AMR/articles/AMR.html">a comprehensive tutorial</a> about how to conduct AMR data analysis, the <a href="https://msberends.github.io/AMR/reference/">complete documentation of all functions</a> and <a href="https://msberends.github.io/AMR/articles/WHONET.html">an example analysis using WHONET data</a>.</p>
|
|
</div>
|
|
<div id="see-also">
|
|
<h2>See also</h2>
|
|
<div class="dont-index"><p>To determine ages, based on one or more reference dates, use the <code><a href="age.html">age()</a></code> function.</p></div>
|
|
</div>
|
|
|
|
<div id="ref-examples">
|
|
<h2>Examples</h2>
|
|
<div class="sourceCode"><pre class="sourceCode r"><code><span class="va">ages</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">3</span>, <span class="fl">8</span>, <span class="fl">16</span>, <span class="fl">54</span>, <span class="fl">31</span>, <span class="fl">76</span>, <span class="fl">101</span>, <span class="fl">43</span>, <span class="fl">21</span><span class="op">)</span>
|
|
|
|
<span class="co"># split into 0-49 and 50+</span>
|
|
<span class="fu">age_groups</span><span class="op">(</span><span class="va">ages</span>, <span class="fl">50</span><span class="op">)</span>
|
|
|
|
<span class="co"># split into 0-19, 20-49 and 50+</span>
|
|
<span class="fu">age_groups</span><span class="op">(</span><span class="va">ages</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">20</span>, <span class="fl">50</span><span class="op">)</span><span class="op">)</span>
|
|
|
|
<span class="co"># split into groups of ten years</span>
|
|
<span class="fu">age_groups</span><span class="op">(</span><span class="va">ages</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">10</span> <span class="op">*</span> <span class="fl">10</span><span class="op">)</span>
|
|
<span class="fu">age_groups</span><span class="op">(</span><span class="va">ages</span>, split_at <span class="op">=</span> <span class="st">"tens"</span><span class="op">)</span>
|
|
|
|
<span class="co"># split into groups of five years</span>
|
|
<span class="fu">age_groups</span><span class="op">(</span><span class="va">ages</span>, <span class="fl">1</span><span class="op">:</span><span class="fl">20</span> <span class="op">*</span> <span class="fl">5</span><span class="op">)</span>
|
|
<span class="fu">age_groups</span><span class="op">(</span><span class="va">ages</span>, split_at <span class="op">=</span> <span class="st">"fives"</span><span class="op">)</span>
|
|
|
|
<span class="co"># split specifically for children</span>
|
|
<span class="fu">age_groups</span><span class="op">(</span><span class="va">ages</span>, <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="fl">1</span>, <span class="fl">2</span>, <span class="fl">4</span>, <span class="fl">6</span>, <span class="fl">13</span>, <span class="fl">17</span><span class="op">)</span><span class="op">)</span>
|
|
<span class="fu">age_groups</span><span class="op">(</span><span class="va">ages</span>, <span class="st">"children"</span><span class="op">)</span>
|
|
|
|
<span class="co"># \donttest{</span>
|
|
<span class="co"># resistance of ciprofloxacin per age group</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 class="va">example_isolates</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span>
|
|
<span class="fu"><a href="first_isolate.html">filter_first_isolate</a></span><span class="op">(</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span>
|
|
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/filter.html" class="external-link">filter</a></span><span class="op">(</span><span class="va">mo</span> <span class="op">==</span> <span class="fu"><a href="as.mo.html">as.mo</a></span><span class="op">(</span><span class="st">"E. coli"</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span>
|
|
<span class="fu"><a href="https://dplyr.tidyverse.org/reference/group_by.html" class="external-link">group_by</a></span><span class="op">(</span>age_group <span class="op">=</span> <span class="fu">age_groups</span><span class="op">(</span><span class="va">age</span><span class="op">)</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></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="va">age_group</span>, <span class="va">CIP</span><span class="op">)</span> <span class="op"><a href="https://magrittr.tidyverse.org/reference/pipe.html" class="external-link">%>%</a></span>
|
|
<span class="fu"><a href="ggplot_rsi.html">ggplot_rsi</a></span><span class="op">(</span>x <span class="op">=</span> <span class="st">"age_group"</span>, minimum <span class="op">=</span> <span class="fl">0</span><span class="op">)</span>
|
|
<span class="op">}</span>
|
|
<span class="co"># }</span>
|
|
</code></pre></div>
|
|
</div>
|
|
</div>
|
|
<div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
|
|
<nav id="toc" data-toggle="toc" class="sticky-top"><h2 data-toc-skip>Contents</h2>
|
|
</nav></div>
|
|
</div>
|
|
|
|
|
|
<footer><div class="copyright">
|
|
<p></p><p>Developed by Matthijs S. Berends, Christian F. Luz, Dennis Souverein, Erwin E. A. Hassing.</p>
|
|
</div>
|
|
|
|
<div class="pkgdown">
|
|
<p></p><p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.2.</p>
|
|
</div>
|
|
|
|
</footer></div>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
</body></html>
|
|
|