Package: PEtests 0.1.0

Xiufan Yu

PEtests: Power-Enhanced (PE) Tests for High-Dimensional Data

Two-sample power-enhanced mean tests, covariance tests, and simultaneous tests on mean vectors and covariance matrices for high-dimensional data. Methods of these PE tests are presented in Yu, Li, and Xue (2022) <doi:10.1080/01621459.2022.2126781>; Yu, Li, Xue, and Li (2022) <doi:10.1080/01621459.2022.2061354>.

Authors:Xiufan Yu [aut, cre], Danning Li [aut], Lingzhou Xue [aut], Runze Li [aut]

PEtests_0.1.0.tar.gz
PEtests_0.1.0.tar.gz(r-4.5-noble)PEtests_0.1.0.tar.gz(r-4.4-noble)
PEtests_0.1.0.tgz(r-4.4-emscripten)PEtests_0.1.0.tgz(r-4.3-emscripten)
PEtests.pdf |PEtests.html✨
PEtests/json (API)

# Install 'PEtests' in R:
install.packages('PEtests', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.18 score 3 stars 1 scripts 141 downloads 19 exports 0 dependencies

Last updated 2 years agofrom:9507094680. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 03 2024
R-4.5-linuxOKNov 03 2024

Exports:covtestcovtest.clxcovtest.lccovtest.pe.cauchycovtest.pe.compcovtest.pe.fishermeantestmeantest.clxmeantest.cqmeantest.pe.cauchymeantest.pe.compmeantest.pe.fishersimultestsimultest.cauchysimultest.chisqsimultest.fishersimultest.pe.cauchysimultest.pe.chisqsimultest.pe.fisher

Dependencies:

Readme and manuals

Help Manual

Help pageTopics
Power-Enhanced (PE) Tests for High-Dimensional DataPEtests-package
Two-sample covariance tests for high-dimensional datacovtest
Two-sample high-dimensional covariance test (Cai, Liu and Xia, 2013)covtest.clx
Two-sample high-dimensional covariance test (Li and Chen, 2012)covtest.lc
Two-sample PE covariance test for high-dimensional data via Cauchy combinationcovtest.pe.cauchy
Two-sample PE covariance test for high-dimensional data via PE componentcovtest.pe.comp
Two-sample PE covariance test for high-dimensional data via Fisher's combinationcovtest.pe.fisher
Two-sample mean tests for high-dimensional datameantest
Two-sample high-dimensional mean test (Cai, Liu and Xia, 2014)meantest.clx
Two-sample high-dimensional mean test (Chen and Qin, 2010)meantest.cq
Two-sample PE mean test for high-dimensional data via Cauchy combinationmeantest.pe.cauchy
Two-sample PE mean test for high-dimensional data via PE componentmeantest.pe.comp
Two-sample PE mean test for high-dimensional data via Fisher's combinationmeantest.pe.fisher
Two-sample simultaneous tests on high-dimensional mean vectors and covariance matricessimultest
Two-sample simultaneous test using Cauchy combinationsimultest.cauchy
Two-sample simultaneous test using chi-squared approximationsimultest.chisq
Two-sample simultaneous test using Fisher's combinationsimultest.fisher
Two-sample PE simultaneous test using Cauchy combinationsimultest.pe.cauchy
Two-sample PE simultaneous test using chi-squared approximationsimultest.pe.chisq
Two-sample PE simultaneous test using Fisher's combinationsimultest.pe.fisher