Package: MANOVA.RM 0.5.4

Sarah Friedrich

MANOVA.RM: Resampling-Based Analysis of Multivariate Data and Repeated Measures Designs

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) <doi:10.32614/RJ-2019-051>.

Authors:Sarah Friedrich, Frank Konietschke, Markus Pauly

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MANOVA.RM.pdf |MANOVA.RM.html
MANOVA.RM/json (API)
NEWS

# Install 'MANOVA.RM' in R:
install.packages('MANOVA.RM', repos = c('https://smn74.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/smn74/manova.rm/issues

Datasets:
  • EEG - EEG Measurements in Patients with Alzheimer's Disease
  • EEGwide - EEG Measurements in Patients with Alzheimer's Disease
  • o2cons - Oxygen Consumption of Leukocytes

On CRAN:

Conda:

multivariate-datapermutationrepeated-measuresresampling

4.63 score 11 stars 39 scripts 753 downloads 6 exports 17 dependencies

Last updated 2 months agofrom:ca80a9253c. Checks:3 OK, 6 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 09 2025
R-4.5-winNOTEMar 09 2025
R-4.5-macNOTEMar 09 2025
R-4.5-linuxNOTEMar 09 2025
R-4.4-winNOTEMar 09 2025
R-4.4-macNOTEMar 09 2025
R-4.4-linuxNOTEMar 09 2025
R-4.3-winOKMar 09 2025
R-4.3-macOKMar 09 2025

Exports:conf.regMANOVAMANOVA.widemultRMRMsimCI

Dependencies:abindcodetoolsdata.tableellipselatticemagicMASSMatrixmultcompmvtnormplotrixplyrRcppsandwichsurvivalTH.datazoo

MANOVA.RM

Rendered fromIntroduction_to_MANOVA.RM.Rmdusingknitr::rmarkdownon Mar 09 2025.

Last update: 2025-02-07
Started: 2017-09-20