computeRuntimeAll

Function to compute runtime statistics for all analytes

The provided benchmark suite enables the automated evaluation and comparison of any existing and novel indirect method for reference interval ('RI') estimation in a systematic way.
Indirect methods take routine measurements of diagnostic tests, containing pathological and non-pathological samples as input and use sophisticated
statistical methods to derive a model describing the distribution of the non-pathological samples, which can then be
used to derive reference intervals. The benchmark suite contains 5,760 simulated test sets with varying difficulty.
To include any indirect method, a custom wrapper function needs to be provided.
The package offers functions for generating the test sets, executing the indirect method and evaluating the results.
See ?RIbench or vignette("RIbench_package") for a more comprehensive description of the features.
A detailed description and application is described in Ammer T., Schuetzenmeister A., Prokosch H.-U., Zierk J., Rank C.M., Rauh M. "RIbench: A Proposed Benchmark for the Standardized Evaluation of Indirect Methods for Reference Interval Estimation". Clinical Chemistry (2022) <doi:10.1093/clinchem/hvac142>.

Tatjana Ammer

RIbench

Benchmark Suite for Indirect Methods for RI Estimation

Christopher Rank

Andre Schuetzenmeister

computeRuntimeAll function

<dl><dt>analytes</dt>
<dd>(character) listing all analytes for which the result files should be parsed</dd>
<dt>algo</dt>
<dd>(character) specifying used algorithm</dd>
<dt>risIn</dt>
<dd>(list) with data frame of all calculated reference intervals and runtime</dd>
<dt>tableTCs</dt>
<dd>(data.frame) containing all information about the simulated test cases</dd></dl>

Arguments

Tatjana Ammer <a href="/link/tatjana.ammer%40roche.com?package=RIbench&version=1.0.2" data-mini-rdoc="RIbench::tatjana.ammer@roche.com">tatjana.ammer@roche.com</a>

Author

Function to compute runtime statistics for all analytes — computeRuntimeAll

<dl>

<dt>analytes</dt>
<dd>(character) listing all analytes for which the result files should be parsed</dd>


<dt>algo</dt>
<dd>(character) specifying used algorithm</dd>


<dt>risIn</dt>
<dd>(list) with data frame of all calculated reference intervals and runtime</dd>


<dt>tableTCs</dt>
<dd>(data.frame) containing all information about the simulated test cases</dd>

</dl>

Tatjana Ammer <a href='mailto:tatjana.ammer@roche.com'>tatjana.ammer@roche.com</a>

computeRuntimeAll: Function to compute runtime statistics for all analytes

Description

Usage

Value

Arguments

Author