DESCRIPTION

Package: EDOIF
Title: Empirical Distribution Ordering Inference Framework (EDOIF)
Version: 0.1.3
Authors@R: 
    person(given = "Chainarong",
           family = "Amornbunchornvej",
           role = c("aut", "cre"),
           email = "grandca@gmail.com",
           comment = c(ORCID = "0000-0003-3131-0370"))
Maintainer: Chainarong Amornbunchornvej <grandca@gmail.com>
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) <doi:10.1016/j.heliyon.2020.e05435>.
License: BSD_3_clause + file LICENSE
URL: https://github.com/DarkEyes/EDOIF
BugReports: https://github.com/DarkEyes/EDOIF/issues
Language: en-US
Encoding: UTF-8
LazyData: false
Depends: 
    R (>= 3.5.0),
    boot
Imports:
    distr,
    igraph,
    ellipsis,
    simpleboot,
    ggplot2 (>= 3.0)
Suggests: knitr, rmarkdown, markdown
VignetteBuilder: knitr
RoxygenNote: 7.1.1