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. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Aug 20 2024 |
R-4.5-win | OK | Aug 20 2024 |
R-4.5-linux | OK | Aug 20 2024 |
R-4.4-win | OK | Aug 20 2024 |
R-4.4-mac | OK | Aug 20 2024 |
R-4.3-win | OK | Aug 20 2024 |
R-4.3-mac | OK | Aug 20 2024 |
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 |