R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
rSRD
View on CRAN: Click
here
Download and install rSRD package within the R console
Install from CRAN:
install.packages("rSRD")
Install from Github:
library("remotes")
install_github("cran/rSRD")
Install by package version:
library("remotes")
install_version("rSRD", "0.1.7")
Attach the package and use:
library("rSRD")
Maintained by
Jochen Staudacher
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-12-09
Latest Update: 2023-02-08
Description:
We provide an implementation for Sum of Ranking Differences (SRD), a novel statistical test introduced by Héberger (2010) <doi:10.1016/j.trac.2009.09.009>. The test allows the comparison of different solutions through a reference by first performing a rank transformation on the input, then calculating and comparing the distances between the solutions and the reference - the latter is measured in the L1 norm. The reference can be an external benchmark (e.g. an established gold standard) or can be aggregated from the data. The calculated distances, called SRD scores, are validated in two ways, see Héberger and Kollár-Hunek (2011) <doi:10.1002/cem.1320>. A randomization test (also called permutation test) compares the SRD scores of the solutions to the SRD scores of randomly generated rankings. The second validation option is cross-validation that checks whether the rankings generated from the solutions come from the same distribution or not. For a detailed analysis about the cross-validation process see Sziklai, Baranyi and Héberger (2021) <doi:10.48550/arXiv.2105.11939>. The package offers a wide array of features related to SRD including the computation of the SRD scores, validation options, input preprocessing and plotting tools.
How to cite:
Jochen Staudacher (2022). rSRD: Sum of Ranking Differences Statistical Test. R package version 0.1.7, https://cran.r-project.org/web/packages/rSRD
Previous versions and publish date:
Other packages that cited rSRD R package
View rSRD citation profile
Other R packages that rSRD depends,
imports, suggests or enhances
Functions, R codes and Examples using
the rSRD R package
Some associated functions: calculateCrossValidation . calculateSRDDistribution . calculateSRDValues . plotCrossValidation . plotHeatmapSRD . plotPermTest . utilsCalculateDistance . utilsCalculateRank . utilsColorPalette . utilsCreateReference . utilsDetailedSRD . utilsDetailedSRDNoChars . utilsMaxSRD . utilsPreprocessDF . utilsRankingMatrix . utilsTieProbability .
Some associated R codes: RcppExports.R . SRD_utility.R . boxplots.R . data_fusion.R . heatmap.R . validation.R . Full rSRD package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by
helping add
Reviews / comments / questions /suggestions ↴↴↴
Today's Hot Picks in Authors and Packages
buildr
Working with reproducible reports or any other similar projects often require to run the script that ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jan Netik (view profile)
lgarch
Simulation and estimation of univariate and multivariate log-GARCH models. The main functions of the ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Genaro Sucarrat (view profile)
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
bulletr
Analyze bullet lands using nonparametric methods. We provide a reading routine for x3p files (see &l ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Eric Hare (view profile)
Deriv
R-based solution for symbolic differentiation. It admits user-defined function as well as function s ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Serguei Sokol (view profile)
22,086
R Packages
187,731
Dependencies
55,244
Author Associations
22,087
Publication Badges
© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns