permuco

Permutation Tests for Regression, (Repeated Measures) ANOVA/ANCOVA and Comparison of Signals

Functions to compute p-values based on permutation tests. Regression, ANOVA and ANCOVA, omnibus F-tests, marginal unilateral and bilateral t-tests are available. Several methods to handle nuisance variables are implemented (Kherad-Pajouh, S., & Renaud, O. (2010) <doi:10.1016/j.csda.2010.02.015> ; Kherad-Pajouh, S., & Renaud, O. (2014) <doi:10.1007/s00362-014-0617-3> ; Winkler, A. M., Ridgway, G. R., Webster, M. A., Smith, S. M., & Nichols, T. E. (2014) <doi:10.1016/j.neuroimage.2014.01.060>). An extension for the comparison of signals issued from experimental conditions (e.g. EEG/ERP signals) is provided. Several corrections for multiple testing are possible, including the cluster-mass statistic (Maris, E., & Oostenveld, R. (2007) <doi:10.1016/j.jneumeth.2007.03.024>) and the threshold-free cluster enhancement (Smith, S. M., & Nichols, T. E. (2009) <doi:10.1016/j.neuroimage.2008.03.061>).

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Package
permuco
Type
Package
Title
Permutation Tests for Regression, (Repeated Measures) ANOVA/ANCOVA and Comparison of Signals
Version
1.0.1
Date
2018-09-01
Description
Functions to compute p-values based on permutation tests. Regression, ANOVA and ANCOVA, omnibus F-tests, marginal unilateral and bilateral t-tests are available. Several methods to handle nuisance variables are implemented (Kherad-Pajouh, S., & Renaud, O. (2010) ; Kherad-Pajouh, S., & Renaud, O. (2014) ; Winkler, A. M., Ridgway, G. R., Webster, M. A., Smith, S. M., & Nichols, T. E. (2014) ). An extension for the comparison of signals issued from experimental conditions (e.g. EEG/ERP signals) is provided. Several corrections for multiple testing are possible, including the cluster-mass statistic (Maris, E., & Oostenveld, R. (2007) ) and the threshold-free cluster enhancement (Smith, S. M., & Nichols, T. E. (2009) ).
License
GPL (>= 2)
Imports
permute,Matrix,stats,graphics,MASS
LazyData
TRUE
RoxygenNote
6.0.1
Suggests
R.rsp
VignetteBuilder
R.rsp
NeedsCompilation
no
Packaged
2018-02-14 14:05:06 UTC; frossarj
Author
Jaromil Frossard [aut, cre], Olivier Renaud [aut]
Maintainer
Jaromil Frossard
Repository
CRAN
Date/Publication
2018-02-14 16:35:19 UTC

install.packages('permuco')

1.0.1

4 months ago

Jaromil Frossard

GPL (>= 2)

Imports

permute,Matrix,stats,graphics,MASS

Suggests

R.rsp

Discussions