Package: mvhtests 1.0

Michail Tsagris

mvhtests: Multivariate Hypothesis Tests

Hypothesis tests for multivariate data. Tests for one and two mean vectors, multivariate analysis of variance, tests for one, two or more covariance matrices. References include: Mardia K.V., Kent J.T. and Bibby J.M. (1979). Multivariate Analysis. ISBN: 978-0124712522. London: Academic Press.

Authors:Michail Tsagris [aut, cre]

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mvhtests/json (API)

# Install 'mvhtests' in R:

install.packages('mvhtests', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

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

1.95 score 3 packages 373 downloads 16 exports 20 dependencies

Last updated 1 years agofrom:a37227c693. Checks:OK: 1 NOTE: 1. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Dec 13 2024
R-4.5-linux	NOTE	Dec 13 2024

Exports:eel.test1 eel.test2 el.test1 el.test2 equal.cov hotel1T2 hotel2T2 james james.hotel likel.cov maov maovjames maovjames.hotel Mtest.cov rm.hotel sarabai

Dependencies:codetools doParallel emplik foreach iterators lattice MASS Matrix MatrixModels quantreg Rcpp RcppArmadillo RcppGSL RcppParallel RcppZiggurat Rfast Rfast2 Rnanoflann SparseM survival

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Readme and manuals

Help Manual

Help page	Topics
Multivariate Hypothesis Tests	mvhtests-package
Box's M test for equality of two or more covariance matrices	Mtest.cov
Empirical likelihood for a one sample mean vector hypothesis testing	el.test1
Empirical likelihood hypothesis testing for two mean vectors	el.test2
Exponential empirical likelihood for a one sample mean vector hypothesis testing	eel.test1
Exponential empirical likelihood hypothesis testing for two mean vectors	eel.test2
Hotelling's multivariate version of the 1 sample t-test for Euclidean data	hotel1T2
Hotelling's multivariate version of the 2 sample t-test for Euclidean data	hotel2T2
Hypothesis test for two high-dimensional mean vectors	sarabai
James multivariate version of the t-test	james
Log-likelihood ratio test for equality of one covariance matrix	equal.cov
Log-likelihood ratio test for equality of two or more covariance matrices	likel.cov
Multivariate analysis of variance (James test)	maovjames
Multivariate analysis of variance assuming equality of the covariance matrices	maov
Relationship between Hotelling's T^2 test and James' MANOVA	maovjames.hotel
Relationship between the Hotelling's T^2 and James' test	james.hotel
Repeated measures ANOVA (univariate data) using Hotelling's T^2 test	rm.hotel

Package: mvhtests 1.0

mvhtests: Multivariate Hypothesis Tests

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Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)