Nonparametric Analysis of Multivariate Data in Factorial Designs

Analysis of multivariate data with two-way completely randomized factorial design. The analysis is based on fully nonparametric, rank-based methods and uses test statistics based on the Dempster's ANOVA, Wilk's Lambda, Lawley-Hotelling and Bartlett-Nanda-Pillai criteria. The multivariate response is allowed to be ordinal, quantitative, binary or a mixture of the different variable types. The package offers two functions performing the analysis, one for small and the other for large sample sizes. The underlying methodology is largely described in Bathke and Harrar (2016) and in Munzel and Brunner (2000) .


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install.packages("nparMD")

0.1.0 by Maximilian Kiefel, 8 months ago


Browse source code at https://github.com/cran/nparMD


Authors: Maximilian Kiefel and Arne C. Bathke


Documentation:   PDF Manual  


GPL-2 | GPL-3 license


Imports matrixStats, matrixcalc, MASS, gtools, Formula, methods, stats


See at CRAN