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highmean (version 2.0)

Two-Sample Tests for High-Dimensional Mean Vectors

Description

Provides various tests for comparing high-dimensional mean vectors in two sample populations.

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Version

Install

install.packages('highmean')

Monthly Downloads

131

Version

2.0

License

GPL (>= 2)

Maintainer

Lifeng Lin

Last Published

February 27th, 2016

Functions in highmean (2.0)

highmean-package

Two-Sample Tests for High-Dimensional Mean Vectors
apval_Bai1996

Asymptotics-Based p-value of the Test Proposed by Bai and Saranadasa (1996)
apval_aSPU

Asymptotics-Based p-values of the SPU and aSPU Tests
apval_Chen2010

Asymptotics-Based p-value of the Test Proposed by Chen and Qin (2010)
epval_Bai1996

Empirical Permutation-Based p-value of the Test Proposed by Bai and Saranadasa (1996)
epval_aSPU

Empirical Permutation- or Resampling-Based p-values of the SPU and aSPU Tests
epval_Chen2010

Empirical Permutation- or Resampling-Based p-value of the Test Proposed by Chen and Qin (2010)
apval_Cai2014

Asymptotics-Based p-value of the Test Proposed by Cai et al (2014)
apval_Sri2008

Asymptotics-Based p-value of the Test Proposed by Srivastava and Du (2008)
epval_Sri2008

Empirical Permutation-Based p-value of the Test Proposed by Srivastava and Du (2008)
apval_Chen2014

Asymptotics-Based p-value of the Test Proposed by Chen et al (2014)
epval_Cai2014

Empirical Permutation- or Resampling-Based p-value of the Test Proposed by Cai et al (2014)
epval_Chen2014

Empirical Permutation- or Resampling-Based p-value of the Test Proposed by Chen et al (2014)