tpROC-class

tpROC

<a href="https://lifecycle.r-lib.org/articles/stages.html#experimental"><img src="figures/lifecycle-experimental.svg?package=mcradds&version=1.1.1" alt="[Experimental]"></a>
The <code>tpROC</code> class serves as the store for results in testing the AUC of paired
two-sample assays.

Provides methods and functions to analyze the quantitative or
qualitative performance for diagnostic assays, and outliers detection,
reader precision and reference range are discussed. Most of the methods
and algorithms refer to CLSI (Clinical & Laboratory Standards Institute)
recommendations and NMPA (National Medical Products Administration)
guidelines. In additional, relevant plots are constructed by 'ggplot2'.

Kai Gu

mcradds

Processing and Analyzing of Diagnostics Trials

tpROC-class function

<dl><dt>testROC</dt>
<dd>(<code>list</code>) object from <code>pRPC::roc()</code> function for test assay.</dd>
<dt>refROC</dt>
<dd>(<code>list</code>) object from <code>pRPC::roc()</code> function for reference/standard assay.</dd>
<dt>method</dt>
<dd>(<code>character</code>) method of hypothesis test.</dd>
<dt>H0</dt>
<dd>(<code>numeric</code>) margin of test.</dd>
<dt>stat</dt>
<dd>(<code>list</code>) list that contains the difference comparing results,
such as the difference of AUC, standard error, confidence interval, Z statistic
and P value.</dd></dl>

Arguments

<dl>
<dt><code>testROC</code></dt>
<dd>testROC</dd></dl>
<dt><code>refROC</code></dt>
<dd>refROC</dd>
<dt><code>method</code></dt>
<dd>method</dd>
<dt><code>stat</code></dt>
<dd>stat</dd>

Slots

<a href='https://lifecycle.r-lib.org/articles/stages.html#experimental'><img src='figures/lifecycle-experimental.svg' alt='[Experimental]' /></a>
The <code>tpROC</code> class serves as the store for results in testing the AUC of paired
two-sample assays.

Test for Paired ROC Class — tpROC-class

<dl>

<dt>testROC</dt>
<dd>(<code>list</code>) object from <code>pRPC::roc()</code> function for test assay.</dd>


<dt>refROC</dt>
<dd>(<code>list</code>) object from <code>pRPC::roc()</code> function for reference/standard assay.</dd>


<dt>method</dt>
<dd>(<code>character</code>) method of hypothesis test.</dd>


<dt>H0</dt>
<dd>(<code>numeric</code>) margin of test.</dd>


<dt>stat</dt>
<dd>(<code>list</code>) list that contains the difference comparing results,
such as the difference of AUC, standard error, confidence interval, Z statistic
and P value.</dd>

</dl>

<dl>
<dt><code>testROC</code></dt>
<dd>testROC</dd>


<dt><code>refROC</code></dt>
<dd>refROC</dd>


<dt><code>method</code></dt>
<dd>method</dd>


<dt><code>stat</code></dt>
<dd>stat</dd>


</dl>

tpROC-class: Test for Paired ROC Class

Description

Usage

Value

Arguments

Slots