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EDOIF
View on CRAN: Click
here
Download and install EDOIF package within the R console
Install from CRAN:
install.packages("EDOIF")
Install from Github:
library("remotes")
install_github("cran/EDOIF") Install by package version:
library("remotes")
install_version("EDOIF", "0.1.4") Attach the package and use:
library("EDOIF")
Maintained by
Chainarong Amornbunchornvej
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All associated links for this package
First Published: 2019-12-02
Latest Update: 2025-04-28
Description:
A non-parametric framework based on estimation statistics principle. Its main purpose is to infer orders of empirical distributions from different categories based on a probability of finding a value in one distribution that is greater than an expectation of another distribution. Given a set of ordered-pair of real-category values the framework is capable of 1) inferring orders of domination of categories and representing orders in the form of a graph; 2) estimating magnitude of difference between a pair of categories in forms of mean-difference confidence intervals; and 3) visualizing domination orders and magnitudes of difference of categories. The publication of this package is at Chainarong Amornbunchornvej, Navaporn Surasvadi, Anon Plangprasopchok, and Suttipong Thajchayapong (2020) .
How to cite:
Chainarong Amornbunchornvej (2019). EDOIF: Empirical Distribution Ordering Inference Framework (EDOIF). R package version 0.1.4, https://cran.r-project.org/web/packages/EDOIF. Accessed 26 Aug. 2026.
Previous versions and publish date:
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Other R packages that EDOIF depends,
imports, suggests or enhances
Complete documentation for EDOIF
Functions, R codes and Examples using
the EDOIF R package
Some associated functions: EDOIF . SimMixDist . SimNonNormalDist . bootDiffmeanFunc . checkSim3Res . getADJNetDen . getConfInv . getDominantRADJ . getMegDiffConfInv . getOrder . getWilcoxDominantRADJ . getiGraphNetDen . getiGraphOBJ . getttestDominantRADJ . meanBoot . plot.EDOIF . plotGraph . plotMeanCIs . plotMeanDiffCIs . print.EDOIF .
Some associated R codes: EDOIF.R . SimNonNormalDist.R . getBootMeanDiff.R . getConfInv.R . getDominantNet.R . getOrder.R . graphOperation.R . plotGraphphics.R . plotText.R . Full EDOIF package functions and examples
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