Other packages > Find by keyword >

RIbench  

Benchmark Suite for Indirect Methods for RI Estimation
View on CRAN: Click here


Download and install RIbench package within the R console
Install from CRAN:
install.packages("RIbench")

Install from Github:
library("remotes")
install_github("cran/RIbench")

Install by package version:
library("remotes")
install_version("RIbench", "1.0.2")



Attach the package and use:
library("RIbench")
Maintained by
Tatjana Ammer
[Scholar Profile | Author Map]
First Published: 2022-08-29
Latest Update: 2022-11-27
Description:
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) .
How to cite:
Tatjana Ammer (2022). RIbench: Benchmark Suite for Indirect Methods for RI Estimation. R package version 1.0.2, https://cran.r-project.org/web/packages/RIbench. Accessed 16 Mar. 2025.
Previous versions and publish date:
1.0.0 (2022-08-29 11:20), 1.0.1 (2022-09-17 21:56)
Other packages that cited RIbench R package
View RIbench citation profile
Other R packages that RIbench depends, imports, suggests or enhances
Complete documentation for RIbench
Downloads during the last 30 days
02/1402/1502/1602/1702/1802/1902/2002/2102/2202/2302/2402/2502/2602/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/15Downloads for RIbench246810121416182022TrendBars

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
inventorize  
Inventory Analytics, Pricing and Markdowns
Simulate inventory policies with and without forecasting, facilitate inventory analysis calculations ...
Download / Learn more Package Citations See dependency  
RCALI  
Calculation of the Integrated Flow of Particles Between Polygons
Calculate the flow of particles between polygons by two integration methods: integration by a cubat ...
Download / Learn more Package Citations See dependency  
latentFactoR  
Data Simulation Based on Latent Factors
Generates data based on latent factor models. Data can be continuous, polytomous, dichotomous, or mi ...
Download / Learn more Package Citations See dependency  
ggtrace  
Trace and Highlight Groups of Data Points
Provides 'ggplot2' geoms that allow groups of data points to be outlined or highlighted for emphasi ...
Download / Learn more Package Citations See dependency  
UnitStat  
Performs Unit Root Test Statistics
A test to understand the stability of the underlying stochastic data. Helps the user’s understand ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA