Empirical Distribution Ordering Inference Framework (EDOIF) R package EDOIF version 0.1.4 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) <doi:10.1016/j.heliyon.2020.e05435>. Software Depends: R (>= 3.5.0), boot Imports: distr, igraph, ellipsis, simpleboot, ggplot2 (>= 3.0) Suggests: knitr, rmarkdown, markdown Chainarong Amornbunchornvej <grandca@gmail.com> Comprehensive R Archive Network (CRAN) Chainarong Amornbunchornvej [aut, cre] (ORCID: <https://orcid.org/0000-0003-3131-0370>) BSD_3_clause + file LICENSE (https://CRAN.R-project.org/package=EDOIF/LICENSE) 2025-04-28 application/tgz https://CRAN.R-project.org/package=EDOIF doi:10.32614/CRAN.package.EDOIF en-US