Package: flip 2.5.0

Livio Finos

flip: Multivariate Permutation Tests

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 Mc Nemar. 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.

Authors:Livio Finos, with contributions by Florian Klinglmueller, Dario Basso, Aldo Solari, Lucia Benetazzo, Jelle Goeman and Marco Rinaldo.

flip_2.5.0.tar.gz
flip_2.5.0.tar.gz(r-4.5-noble)flip_2.5.0.tar.gz(r-4.4-noble)
flip_2.5.0.tgz(r-4.4-emscripten)flip_2.5.0.tgz(r-4.3-emscripten)
flip.pdf |flip.html
flip/json (API)

# Install 'flip' in R:
install.packages('flip', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:

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

2.19 score 2 packages 13 scripts 356 downloads 2 mentions 23 exports 11 dependencies

Last updated 6 years agofrom:38a500809f. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 05 2024
R-4.5-linuxOKDec 05 2024

Exports:allpermutationscFlipflipflip.adjustflip.npc.methodsflip.statTestflipMixflipMixWithingetFliphistmake.permSpacemake.signSpacenpcnpermutationsobs2coeffWithinorthoZplotromromFastshowsortsummaryt2p

Dependencies:bitopscherryclasse1071hommellpSolveMASSplyrproxyRcppsomeMTP

Readme and manuals

Help Manual

Help pageTopics
flip-packageflip-package flip.package flippackage
cFlipcFlip
flipflip flip.statTest orthoZ
Functions for multiplicity correctionsflip.adjust flip.npc.methods npc
Class flip.objectdim,flip.object-method flip.object-class hist,flip.object-method length length,flip.object-method names,flip.object-method names<-,flip.object-method plot,flip.object-method show,flip.object-method sort,flip.object-method summary summary,flip.object-method [,flip.object,ANY,ANY,ANY-method [,flip.object-method [[ [[,flip.object-method
The main function for testing mixed models under a permutation (and rotation) frameworkflipMix flipMixWithin obs2coeffWithin
getFlipgetFlip
These functions handle the orbit of permutation/rotation tests (i.e. permutation/rotation space).allpermutations make.permSpace make.signSpace npermutations permutationSpace rom romFast t2p
Seeds dataseeds