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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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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="">3.0.1.9075</small>
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@@ -619,6 +619,59 @@ frames:</p>
</div>
</div>
<div class="section level2">
<h2 id="installation-channels">Installation Channels<a class="anchor" aria-label="anchor" href="#installation-channels"></a>
</h2>
<div class="section level3">
<h3 id="stable-release-cran">Stable Release (CRAN)<a class="anchor" aria-label="anchor" href="#stable-release-cran"></a>
</h3>
<p>The default <code>AMR</code> Python package uses the latest stable
version of the <code>AMR</code> R package, published on CRAN. After
running <code>pip install AMR</code>, import it as usual:</p>
<div class="sourceCode" id="cb12"><pre class="sourceCode python"><code class="sourceCode python"><span id="cb12-1"><a href="#cb12-1" tabindex="-1"></a><span class="im">import</span> AMR</span>
<span id="cb12-2"><a href="#cb12-2" tabindex="-1"></a></span>
<span id="cb12-3"><a href="#cb12-3" tabindex="-1"></a>AMR.example_isolates</span></code></pre></div>
</div>
<div class="section level3">
<h3 id="development-version-github">Development Version (GitHub)<a class="anchor" aria-label="anchor" href="#development-version-github"></a>
</h3>
<p>To use the latest development version of the <code>AMR</code> R
package (sourced directly from GitHub), import the <code>beta</code>
sub-package and alias it as <code>AMR</code>:</p>
<div class="sourceCode" id="cb13"><pre class="sourceCode python"><code class="sourceCode python"><span id="cb13-1"><a href="#cb13-1" tabindex="-1"></a><span class="im">import</span> AMR.beta <span class="im">as</span> AMR</span>
<span id="cb13-2"><a href="#cb13-2" tabindex="-1"></a></span>
<span id="cb13-3"><a href="#cb13-3" tabindex="-1"></a>AMR.example_isolates</span></code></pre></div>
<p>Aliasing with <code>as AMR</code> keeps all downstream code identical
to the stable import. Switching between the stable release and the
development version requires changing only the import line — nothing
else in your script needs to change.</p>
</div>
</div>
<div class="section level2">
<h2 id="sir-classification-with-as_sir">SIR Classification with <code>as_sir()</code><a class="anchor" aria-label="anchor" href="#sir-classification-with-as_sir"></a>
</h2>
<div class="section level3">
<h3 id="using-enforce_method">Using <code>enforce_method</code><a class="anchor" aria-label="anchor" href="#using-enforce_method"></a>
</h3>
<p>The <code>as_sir()</code> function in R uses S3 method dispatch to
select the correct calculation method based on the input class:
<code>&lt;mic&gt;</code> for MIC values and <code>&lt;disk&gt;</code>
for disk diffusion values. Because Python objects do not carry R class
attributes through the <code>rpy2</code> bridge, this automatic dispatch
may not resolve correctly.</p>
<p>To explicitly specify the input type, use the
<code>enforce_method</code> argument:</p>
<div class="sourceCode" id="cb14"><pre class="sourceCode python"><code class="sourceCode python"><span id="cb14-1"><a href="#cb14-1" tabindex="-1"></a><span class="co"># Treat the column as MIC values — maps to R's as.sir.mic()</span></span>
<span id="cb14-2"><a href="#cb14-2" tabindex="-1"></a>AMR.as_sir(df[<span class="st">"MIC_col"</span>], mo<span class="op">=</span><span class="st">"E. coli"</span>, ab<span class="op">=</span><span class="st">"AMX"</span>, guideline<span class="op">=</span><span class="st">"EUCAST"</span>, enforce_method<span class="op">=</span><span class="st">"mic"</span>)</span>
<span id="cb14-3"><a href="#cb14-3" tabindex="-1"></a></span>
<span id="cb14-4"><a href="#cb14-4" tabindex="-1"></a><span class="co"># Treat the column as disk diffusion values — maps to R's as.sir.disk()</span></span>
<span id="cb14-5"><a href="#cb14-5" tabindex="-1"></a>AMR.as_sir(df[<span class="st">"disk_col"</span>], mo<span class="op">=</span><span class="st">"E. coli"</span>, ab<span class="op">=</span><span class="st">"AMX"</span>, guideline<span class="op">=</span><span class="st">"EUCAST"</span>, enforce_method<span class="op">=</span><span class="st">"disk"</span>)</span></code></pre></div>
<p>Without <code>enforce_method</code>, R falls back to class-based
dispatch on the raw Python input, which may fail or return unexpected
results. Always supply <code>enforce_method</code> when calling
<code>as_sir()</code> from Python.</p>
</div>
</div>
<div class="section level2">
<h2 id="conclusion">Conclusion<a class="anchor" aria-label="anchor" href="#conclusion"></a>
</h2>
<p>With the <code>AMR</code> Python package, Python users can now

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@@ -200,6 +200,61 @@ AMR.antimicrobials
| ZID | 77846445.0 | Zidebactam | Other antibacterials | NaN | None | NaN | None |
| ZFD | NaN | Zoliflodacin | None | NaN | None | NaN | None |
## Installation Channels
### Stable Release (CRAN)
The default `AMR` Python package uses the latest stable version of the
`AMR` R package, published on CRAN. After running `pip install AMR`,
import it as usual:
``` python
import AMR
AMR.example_isolates
```
### Development Version (GitHub)
To use the latest development version of the `AMR` R package (sourced
directly from GitHub), import the `beta` sub-package and alias it as
`AMR`:
``` python
import AMR.beta as AMR
AMR.example_isolates
```
Aliasing with `as AMR` keeps all downstream code identical to the stable
import. Switching between the stable release and the development version
requires changing only the import line — nothing else in your script
needs to change.
## SIR Classification with `as_sir()`
### Using `enforce_method`
The `as_sir()` function in R uses S3 method dispatch to select the
correct calculation method based on the input class: `<mic>` for MIC
values and `<disk>` for disk diffusion values. Because Python objects do
not carry R class attributes through the `rpy2` bridge, this automatic
dispatch may not resolve correctly.
To explicitly specify the input type, use the `enforce_method` argument:
``` python
# Treat the column as MIC values — maps to R's as.sir.mic()
AMR.as_sir(df["MIC_col"], mo="E. coli", ab="AMX", guideline="EUCAST", enforce_method="mic")
# Treat the column as disk diffusion values — maps to R's as.sir.disk()
AMR.as_sir(df["disk_col"], mo="E. coli", ab="AMX", guideline="EUCAST", enforce_method="disk")
```
Without `enforce_method`, R falls back to class-based dispatch on the
raw Python input, which may fail or return unexpected results. Always
supply `enforce_method` when calling `as_sir()` from Python.
## Conclusion
With the `AMR` Python package, Python users can now effortlessly call R

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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9075</small>
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@@ -33,7 +33,7 @@
<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="">3.0.1.9075</small>
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@@ -7,7 +7,7 @@
<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="">3.0.1.9075</small>
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@@ -49,15 +49,15 @@
</div>
<div class="section level2">
<h2 class="pkg-version" data-toc-text="3.0.1.9075" id="amr-3019075">AMR 3.0.1.9075<a class="anchor" aria-label="anchor" href="#amr-3019075"></a></h2>
<h2 class="pkg-version" data-toc-text="3.0.1.9076" id="amr-3019076">AMR 3.0.1.9076<a class="anchor" aria-label="anchor" href="#amr-3019076"></a></h2>
<p>Planned as v3.1.0, end of June 2026.</p>
<div class="section level4">
<h4 id="breaking-changes-3-0-1-9075">Breaking Changes<a class="anchor" aria-label="anchor" href="#breaking-changes-3-0-1-9075"></a></h4>
<h4 id="breaking-changes-3-0-1-9076">Breaking Changes<a class="anchor" aria-label="anchor" href="#breaking-changes-3-0-1-9076"></a></h4>
<ul><li>The former <em>kingdoms</em> Bacteria and Archaea are now each divided into four kingdoms with new top-level <em>domains</em> ‘Bacteria’ and ‘Archaea’ (Göker and Oren, 2024, DOI: 10.1099/ijsem.0.006242). Following this, a new <code>domain</code> column in the <code>microorganisms</code> data set was added, and more importantly, <code><a href="../reference/mo_property.html">mo_kingdom()</a></code> now returns the formal kingdom (e.g. <code>"Pseudomonadati"</code> instead of <code>"Bacteria"</code>). Use <code><a href="../reference/mo_property.html">mo_domain()</a></code> for the old behaviour. For non-prokaryotic kingdoms (Fungi, Protozoa, etc.), <code>kingdom</code> and <code>domain</code> are identical.</li>
<li>Faster parallel computing via the <code>future</code> package for <code><a href="../reference/as.sir.html">as.sir()</a></code> and <code><a href="../reference/antibiogram.html">wisca()</a></code>: a non-sequential plan (e.g. <code>future::plan(future::multisession)</code>) must be active before using <code>parallel = TRUE</code>.</li>
</ul></div>
<div class="section level4">
<h4 id="new-3-0-1-9075">New<a class="anchor" aria-label="anchor" href="#new-3-0-1-9075"></a></h4>
<h4 id="new-3-0-1-9076">New<a class="anchor" aria-label="anchor" href="#new-3-0-1-9076"></a></h4>
<ul><li>EUCAST 2026 and CLSI 2026 breakpoints: over 5,700 new breakpoints added to the <code>clinical_breakpoints</code> data set; EUCAST 2026 is now the default for all MIC and disk diffusion interpretations</li>
<li>Wildtype/Non-wildtype (WT/NWT) output when using ECOFF-based interpretation, by setting <code>breakpoint_type = "ECOFF"</code> in <code><a href="../reference/as.sir.html">as.sir()</a></code>; WT/NWT results are fully supported in all resistance/susceptibility functions and plots (<a href="https://github.com/msberends/AMR/issues/254" class="external-link">#254</a>)</li>
<li>
@@ -74,7 +74,7 @@
<li>New <code><a href="../reference/antibiogram.html">wisca_plot()</a></code> to assess the susceptibility and incidence distributions from the Monte Carlo simulations</li>
</ul></div>
<div class="section level4">
<h4 id="fixed-3-0-1-9075">Fixed<a class="anchor" aria-label="anchor" href="#fixed-3-0-1-9075"></a></h4>
<h4 id="fixed-3-0-1-9076">Fixed<a class="anchor" aria-label="anchor" href="#fixed-3-0-1-9076"></a></h4>
<ul><li>
<code><a href="../reference/as.sir.html">as.sir()</a></code>
<ul><li>On data frames: already-converted SIR columns no longer dropped on re-run (<a href="https://github.com/msberends/AMR/issues/278" class="external-link">#278</a>)</li>
@@ -101,7 +101,7 @@
</li>
</ul></div>
<div class="section level4">
<h4 id="updated-3-0-1-9075">Updated<a class="anchor" aria-label="anchor" href="#updated-3-0-1-9075"></a></h4>
<h4 id="updated-3-0-1-9076">Updated<a class="anchor" aria-label="anchor" href="#updated-3-0-1-9076"></a></h4>
<ul><li>Taxonomic update for all microorganisms, now updated to June 2026</li>
<li>
<code><a href="../reference/mo_property.html">mo_kingdom()</a></code> now returns the formal taxonomic kingdom; a one-time note per session explains the change when querying bacterial or archaeal records.</li>
@@ -127,6 +127,8 @@
<code><a href="../reference/as.disk.html">as.disk()</a></code>: input validation is now more strict, rejecting values that are not recognisable as a numeric disk zone diameter</li>
<li>
<code><a href="../reference/as.sir.html">as.sir()</a></code> gains an <code>enforce_method</code> argument (<code>"auto"</code>, <code>"mic"</code>, or <code>"disk"</code>) to force the interpretation method when S3 class information is lost, e.g. when called from Python (<a href="https://github.com/msberends/AMR/issues/291" class="external-link">#291</a>)</li>
<li>
<code>AMR for Python</code> vignette: added sections on installation channels (stable CRAN vs. development GitHub via <code>AMR.beta</code>) and on using <code>enforce_method</code> in <code>as_sir()</code> from Python</li>
</ul></div>
</div>
<div class="section level2">

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# Changelog
## AMR 3.0.1.9075
## AMR 3.0.1.9076
Planned as v3.1.0, end of June 2026.
@@ -180,6 +180,9 @@ Planned as v3.1.0, end of June 2026.
the interpretation method when S3 class information is lost, e.g. when
called from Python
([\#291](https://github.com/msberends/AMR/issues/291))
- `AMR for Python` vignette: added sections on installation channels
(stable CRAN vs. development GitHub via `AMR.beta`) and on using
`enforce_method` in `as_sir()` from Python
## AMR 3.0.1

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@@ -10,7 +10,7 @@ articles:
PCA: PCA.html
WHONET: WHONET.html
WISCA: WISCA.html
last_built: 2026-06-26T10:08Z
last_built: 2026-06-26T13:07Z
urls:
reference: https://amr-for-r.org/reference
article: https://amr-for-r.org/articles

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<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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@@ -9,7 +9,7 @@ options(AMR_guideline = "CLSI")'><meta property="og:image" content="https://amr-
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@@ -21,7 +21,7 @@ The AMR package is available in English, Arabic, Bengali, Chinese, Czech, Danish
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2
reference/WHONET.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9075</small>
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2
reference/ab_from_text.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9075</small>
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2
reference/ab_property.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9075</small>
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2
reference/add_custom_antimicrobials.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9075</small>
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2
reference/add_custom_microorganisms.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9075</small>
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2
reference/age.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9075</small>
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2
reference/age_groups.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9075</small>
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2
reference/amr-tidymodels.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9075</small>
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2
reference/amr_course.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9075</small>
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2
reference/antibiogram.html
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@@ -13,7 +13,7 @@ All antibiogram types adhere to previously described approaches (see Source), an
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<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9075</small>
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2
reference/antimicrobial_selectors.html
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@@ -17,7 +17,7 @@ my_data_with_all_these_columns %&amp;gt;%
<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="">3.0.1.9075</small>
<small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">3.0.1.9076</small>
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2
reference/antimicrobials.html
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@@ -9,7 +9,7 @@ The antibiotics data set has been renamed to antimicrobials. The old name will b
<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="">3.0.1.9075</small>
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2
reference/as.ab.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9075</small>
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2
reference/as.av.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9075</small>
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2
reference/as.disk.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9075</small>
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2
reference/as.mic.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9075</small>
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2
reference/as.mo.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9075</small>
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10
reference/as.sir.html
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@@ -9,7 +9,7 @@ Breakpoints are currently implemented from EUCAST 2011-2026 and CLSI 2011-2026,
<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="">3.0.1.9075</small>
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<button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation">
@@ -462,10 +462,10 @@ Breakpoints are currently implemented from EUCAST 2011-2026 and CLSI 2011-2026,
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># A tibble: 4 × 18</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> datetime index method ab_given mo_given host_given input_given</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;chr&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;chr&gt;</span> </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> 2026-06-26 <span style="color: #949494;">10:11:05</span> 1 MIC amoxicillin Escherich… human 8 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> 2026-06-26 <span style="color: #949494;">10:11:06</span> 1 MIC cipro Escherich… human 0.256 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> 2026-06-26 <span style="color: #949494;">10:11:06</span> 1 DISK tobra Escherich… human 16 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">4</span> 2026-06-26 <span style="color: #949494;">10:11:06</span> 1 DISK genta Escherich… human 18 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">1</span> 2026-06-26 <span style="color: #949494;">13:09:56</span> 1 MIC amoxicillin Escherich… human 8 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">2</span> 2026-06-26 <span style="color: #949494;">13:09:56</span> 1 MIC cipro Escherich… human 0.256 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">3</span> 2026-06-26 <span style="color: #949494;">13:09:56</span> 1 DISK tobra Escherich… human 16 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #BCBCBC;">4</span> 2026-06-26 <span style="color: #949494;">13:09:56</span> 1 DISK genta Escherich… human 18 </span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># ℹ 11 more variables: ab &lt;ab&gt;, mo &lt;mo&gt;, host &lt;chr&gt;, input &lt;chr&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># outcome &lt;sir&gt;, notes &lt;chr&gt;, guideline &lt;chr&gt;, ref_table &lt;chr&gt;, uti &lt;lgl&gt;,</span></span>
<span class="r-out co"><span class="r-pr">#&gt;</span> <span style="color: #949494;"># breakpoint_S_R &lt;chr&gt;, site &lt;chr&gt;</span></span>

8
reference/as.sir.md
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@@ -712,10 +712,10 @@ sir_interpretation_history()
#> # A tibble: 4 × 18
#> datetime index method ab_given mo_given host_given input_given
#> <dttm> <int> <chr> <chr> <chr> <chr> <chr>
#> 1 2026-06-26 10:11:05 1 MIC amoxicillin Escherich… human 8
#> 2 2026-06-26 10:11:06 1 MIC cipro Escherich… human 0.256
#> 3 2026-06-26 10:11:06 1 DISK tobra Escherich… human 16
#> 4 2026-06-26 10:11:06 1 DISK genta Escherich… human 18
#> 1 2026-06-26 13:09:56 1 MIC amoxicillin Escherich… human 8
#> 2 2026-06-26 13:09:56 1 MIC cipro Escherich… human 0.256
#> 3 2026-06-26 13:09:56 1 DISK tobra Escherich… human 16
#> 4 2026-06-26 13:09:56 1 DISK genta Escherich… human 18
#> # ℹ 11 more variables: ab <ab>, mo <mo>, host <chr>, input <chr>,
#> # outcome <sir>, notes <chr>, guideline <chr>, ref_table <chr>, uti <lgl>,
#> # breakpoint_S_R <chr>, site <chr>

2
reference/atc_online.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9075</small>
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2
reference/av_from_text.html
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@@ -7,7 +7,7 @@
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2
reference/av_property.html
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@@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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2
reference/availability.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9075</small>
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2
reference/bug_drug_combinations.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9075</small>
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2
reference/clinical_breakpoints.html
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@@ -21,7 +21,7 @@ Use as.sir() to transform MICs or disks measurements to SIR values."><meta prope
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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2
reference/count.html
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@@ -9,7 +9,7 @@ count_resistant() should be used to count resistant isolates, count_susceptible(
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2
reference/custom_interpretive_rules.html
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@@ -7,7 +7,7 @@
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2
reference/custom_mdro_guideline.html
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@@ -7,7 +7,7 @@
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2
reference/dosage.html
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@@ -7,7 +7,7 @@
<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="">3.0.1.9075</small>
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2
reference/esbl_isolates.html
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@@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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2
reference/example_isolates.html
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@@ -7,7 +7,7 @@
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2
reference/example_isolates_unclean.html
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@@ -7,7 +7,7 @@
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2
reference/export_ncbi_biosample.html
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@@ -7,7 +7,7 @@
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reference/first_isolate.html
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@@ -9,7 +9,7 @@
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reference/g.test.html
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@@ -7,7 +7,7 @@
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reference/get_episode.html
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@@ -7,7 +7,7 @@
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reference/ggplot_pca.html
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@@ -7,7 +7,7 @@
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reference/ggplot_sir.html
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@@ -7,7 +7,7 @@
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reference/guess_ab_col.html
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@@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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2
reference/index.html
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@@ -7,7 +7,7 @@
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reference/interpretive_rules.html
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@@ -9,7 +9,7 @@ To improve the interpretation of the antibiogram before CLSI/EUCAST interpretive
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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reference/intrinsic_resistant.html
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@@ -7,7 +7,7 @@
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reference/italicise_taxonomy.html
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@@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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2
reference/join.html
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@@ -7,7 +7,7 @@
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reference/key_antimicrobials.html
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@@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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reference/kurtosis.html
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@@ -7,7 +7,7 @@
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2
reference/like.html
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@@ -7,7 +7,7 @@
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2
reference/mdro.html
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@@ -7,7 +7,7 @@
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reference/mean_amr_distance.html
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@@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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reference/microorganisms.codes.html
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@@ -7,7 +7,7 @@
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reference/microorganisms.groups.html
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@@ -7,7 +7,7 @@
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2
reference/microorganisms.html
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@@ -9,7 +9,7 @@ This data set is carefully crafted, yet made 100% reproducible from public and a
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reference/mo_matching_score.html
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@@ -7,7 +7,7 @@
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reference/mo_property.html
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@@ -7,7 +7,7 @@
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2
reference/mo_source.html
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@@ -9,7 +9,7 @@ This is the fastest way to have your organisation (or analysis) specific codes p
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reference/pca.html
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@@ -7,7 +7,7 @@
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2
reference/plot.html
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@@ -9,7 +9,7 @@ Especially the scale_*_mic() functions are relevant wrappers to plot MIC values
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2
reference/proportion.html
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@@ -9,7 +9,7 @@ resistance() should be used to calculate resistance, susceptibility() should be
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2
reference/random.html
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@@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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2
reference/resistance_predict.html
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@@ -9,7 +9,7 @@ NOTE: These functions are deprecated and will be removed in a future version. Us
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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2
reference/skewness.html
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@@ -9,7 +9,7 @@ When negative ('left-skewed'): the left tail is longer; the mass of the distribu
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2
reference/top_n_microorganisms.html
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@@ -7,7 +7,7 @@
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2
reference/translate.html
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@@ -7,7 +7,7 @@
<a class="navbar-brand me-2" href="../index.html">AMR (for R)</a>
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2
search.json
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