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flip (version 2.0)

Multivariate Permutation Tests

Description

It implements many univariate and multivariate permutation (and rotation) tests. Allowed tests: the t one and two samples, ANOVA, linear models, Chi Squared test, rank tests (i.e. Wilcoxon, Mann-Whitney, Kruskal-Wallis), Sign test and McNemar. Test on Linear Models are performed also in presence of covariates (i.e. nuisance parameters). The permutation and the rotation methods to get the null distribution of the test statistic(s) are available. It also implements methods for multiplicity control such as Westfall-Young min-p procedure and Closed Testing (Marcus, 1976).

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Version

Install

install.packages('flip')

Monthly Downloads

500

Version

2.0

License

GPL (>= 2)

Maintainer

L. Finos

Last Published

March 8th, 2013

Functions in flip (2.0)

flip-package

The library is devoted to permutation-based inferential methods.
permutationSpace

These functions handle the orbit (i.e. permutation space) of permutation tests.
npc

Functions for multiplicity corrections
flip-internal

Internal flip objects
flip.object-class

Class "flip.object" for storing the result of the function flip
flip

The main function for univariate tests under permutation framework