flip: Multivariate Permutation Tests

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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 statistics are available. It also implements methods for multiplicity control such as Westfall-Young minP procedure and Closed Testing (Marcus, 1976) and k-FWER. Moreover, it allows to test for fixed effects in mixed effects models.

Author
Livio Finos, with contributions by Dario Basso, Aldo Solari, Jelle Goeman and Marco Rinaldo. Special thanks are due to Ivan Marin-Franch and Fredrik Nilsson for the debugging and the good questions.
Date of publication
2014-06-12 11:28:57
Maintainer
Livio Finos <livio@stat.unipd.it>
License
GPL (>= 2)
Version
2.4.3

View on CRAN

Man pages

flip
The main function for univariate and multivariate testing...
flip-internal
Internal flip objects
flipMix
The main function for testing mixed models under a...
flip.object-class
Class "flip.object" (and related functions) for storing the...
flip-package
The library is devoted to permutation-based inferential...
multiplicity
Functions for multiplicity corrections
permutationSpace
These functions handle the orbit of permutation/rotation...

Files in this package

flip
flip/src
flip/src/Makevars
flip/src/rom.cpp
flip/src/Makevars.win
flip/src/RcppExports.cpp
flip/NAMESPACE
flip/R
flip/R/Padjust.R
flip/R/flipMix.R
flip/R/flipMixWithin.R
flip/R/flip.R
flip/R/npc.R
flip/R/utilities.R
flip/R/permSpace.R
flip/R/kfwer.R
flip/R/symmetry.R
flip/R/between.R
flip/R/dependence.R
flip/R/flip-object.R
flip/R/obs2coeffWithin.R
flip/R/estimateSu.R
flip/MD5
flip/README
flip/DESCRIPTION
flip/ChangeLog
flip/man
flip/man/flip-internal.Rd
flip/man/multiplicity.Rd
flip/man/flip-package.Rd
flip/man/permutationSpace.Rd
flip/man/flipMix.Rd
flip/man/flip.object-class.Rd
flip/man/flip.Rd