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MANOVA.RM (version 0.5.4)

Resampling-Based Analysis of Multivariate Data and Repeated Measures Designs

Description

Implemented are various tests for semi-parametric repeated measures and general MANOVA designs that do neither assume multivariate normality nor covariance homogeneity, i.e., the procedures are applicable for a wide range of general multivariate factorial designs. In addition to asymptotic inference methods, novel bootstrap and permutation approaches are implemented as well. These provide more accurate results in case of small to moderate sample sizes. Furthermore, post-hoc comparisons are provided for the multivariate analyses. Friedrich, S., Konietschke, F. and Pauly, M. (2019) .

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Install

install.packages('MANOVA.RM')

Monthly Downloads

549

Version

0.5.4

License

GPL-2 | GPL-3

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Maintainer

Sarah Friedrich

Last Published

August 25th, 2023

Functions in MANOVA.RM (0.5.4)

MANOVA

Tests for Multivariate Data in Semi-Parametric Factorial Designs
print.MANOVA

Display MANOVA object
multRM

Tests for Repeated Measures in Multivariate Semi-Parametric Factorial Designs
print.RM

Display an RM object
summary.RM

Summarizing an RM object
simCI

Multivariate post-hoc comparisons and simultaneous confidence intervals for contrasts in multivariate factorial designs
summary.MANOVA

Summarizing a MANOVA object
EEG

EEG Measurements in Patients with Alzheimer's Disease (long format)
MANOVA.wide

Tests for Multivariate Data in Semi-Parametric Factorial Designs
conf.reg

The conf.reg() function calculates confidence regions for contrasts in multivariate factorial designs. In the two-dimensional case, confidence ellipsoids can be plotted via the generic plot() function.
MANOVARM

MANOVA.RM: A package for calculating test statistics and their resampling versions for heteroscedastic semi-parametric multivariate data or repeated measures designs.
plot.RM

Plot function for an RM object
RM

Tests for Repeated Measures in Semi-Parametric Factorial Designs
o2cons

Oxygen Consumption of Leukocytes
EEGwide

EEG Measurements in Patients with Alzheimer's Disease (wide format)