Package: EDOIF 0.1.3
EDOIF: Empirical Distribution Ordering Inference Framework (EDOIF)
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>.
Authors:
EDOIF_0.1.3.tar.gz
EDOIF_0.1.3.zip(r-4.5)EDOIF_0.1.3.zip(r-4.4)EDOIF_0.1.3.zip(r-4.3)
EDOIF_0.1.3.tgz(r-4.4-any)EDOIF_0.1.3.tgz(r-4.3-any)
EDOIF_0.1.3.tar.gz(r-4.5-noble)EDOIF_0.1.3.tar.gz(r-4.4-noble)
EDOIF_0.1.3.tgz(r-4.4-emscripten)EDOIF_0.1.3.tgz(r-4.3-emscripten)
EDOIF.pdf |EDOIF.html✨
EDOIF/json (API)
NEWS
| # Install 'EDOIF' in R: |
| install.packages('EDOIF', repos = c('https://darkeyes.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/darkeyes/edoif/issues
bootstrapping-statisticsdata-scienceestimation-statisticsnonparametric-framework
Last updated 3 years agofrom:79ed491629
Exports:bootDiffmeanFunccheckSim3ResEDOIFgetADJNetDengetConfInvgetDominantRADJgetiGraphNetDengetiGraphOBJgetMegDiffConfInvgetOrdergetttestDominantRADJgetWilcoxDominantRADJmeanBootplot.EDOIFplotGraphplotMeanCIsplotMeanDiffCIsprint.EDOIFSimMixDistSimNonNormalDist
Dependencies:bootclicolorspacecpp11distrellipsisfansifarverggplot2gluegtableigraphisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalessfsmiscsimplebootstartupmsgtibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| bootDiffmeanFunc function | bootDiffmeanFunc |
| checkSim3Res function | checkSim3Res |
| Empirical Distribution Ordering Inference Framework (EDOIF) | EDOIF |
| getADJNetDen function | getADJNetDen |
| getConfInv function | getConfInv |
| getDominantRADJ function | getDominantRADJ |
| getiGraphNetDen function | getiGraphNetDen |
| getiGraphOBJ function | getiGraphOBJ |
| getMegDiffConfInv function | getMegDiffConfInv |
| getOrder function | getOrder |
| getttestDominantRADJ function | getttestDominantRADJ |
| getWilcoxDominantRADJ function | getWilcoxDominantRADJ |
| meanBoot function | meanBoot |
| plot.EDOIF function | plot.EDOIF |
| plotGraph function | plotGraph |
| plotMeanCIs function | plotMeanCIs |
| plotMeanDiffCIs function | plotMeanDiffCIs |
| print.EDOIF function | print.EDOIF |
| SimMixDist function | SimMixDist |
| SimNonNormalDist function | SimNonNormalDist |
