highD2pop: Two-Sample Tests for Equality of Means in High Dimension

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Performs the generalized component test from Gregory et al (2015), as well as the tests from Chen and Qin (2010), Srivastava and Kubokawa (2013), and Cai, Liu, and Xia (2014) for equality of two population mean vectors when the length of the vectors exceeds the sample size.

Author
Karl Gregory
Date of publication
2014-10-25 01:28:48
Maintainer
Karl Gregory <kgregory@mail.uni-mannheim.de>
License
GPL (>= 2)
Version
1.0

View on CRAN

Man pages

build2popData
Data simulator for the high-dimensional two-sample setting
build2popData_muYafunction
Data simulator for the high-dimensional two-sample setting
center
The centering value for the test statistic
ChenQin.sim
Chen Qin Simulator
ChenQin.test
Chen's and Qin's test for equality of two mean vectors
chr1qseg
Copy number data along a segment of the q arm of chromosome 1
CLX.Covtest
Cai, Liu, and Xia test for equality of two mean vectors
CLX.sim.Covtest
Cai, Liu, and Xia equal means test simulator
CLX.sim.equalcov
Cai, Liu, and Xia equal means test simulator under equal...
CLX.sim.unequalcov
Cai, Liu, and Xia equal means test simulator under unequal...
CLX.test.equalcov
Cai, Liu, and Xia equal means test under equal covariances
CLX.test.unequalcov
Cai, Liu, and Xia equal means test under unequal covariances
GCT.sim
Generalized component test simulator
GCT.test
Generalized component test
GCT.test.missing
Generalized component test for missing data
highD2pop-package
Two-sample tests for equality of means in high dimension
rdblepareto
The double pareto distribution
rgammashift
The centered gamma distribution
SK.sim
Srivastava and Kubokawa Simulator
SK.test
Srivastava and Kubokawa test for equal means

Files in this package

highD2pop
highD2pop/src
highD2pop/src/ChenQinSigma.c
highD2pop/NAMESPACE
highD2pop/demo
highD2pop/demo/powersim.R
highD2pop/demo/datademo.R
highD2pop/demo/00Index
highD2pop/data
highD2pop/data/chr1qseg.rda
highD2pop/R
highD2pop/R/highD2popfunctions.R
highD2pop/MD5
highD2pop/DESCRIPTION
highD2pop/man
highD2pop/man/SK.sim.Rd
highD2pop/man/build2popData_muYafunction.Rd
highD2pop/man/CLX.test.equalcov.Rd
highD2pop/man/SK.test.Rd
highD2pop/man/ChenQin.sim.Rd
highD2pop/man/GCT.sim.Rd
highD2pop/man/build2popData.Rd
highD2pop/man/center.Rd
highD2pop/man/highD2pop-package.Rd
highD2pop/man/GCT.test.missing.Rd
highD2pop/man/chr1qseg.Rd
highD2pop/man/CLX.test.unequalcov.Rd
highD2pop/man/GCT.test.Rd
highD2pop/man/ChenQin.test.Rd
highD2pop/man/rgammashift.Rd
highD2pop/man/rdblepareto.Rd
highD2pop/man/CLX.sim.unequalcov.Rd
highD2pop/man/CLX.Covtest.Rd
highD2pop/man/CLX.sim.Covtest.Rd
highD2pop/man/CLX.sim.equalcov.Rd