Package: MDMR 0.5.1

MDMR: Multivariate Distance Matrix Regression

This package allows users to conduct multivariate distance matrix regression using analytic p-values and compute measures of effect size. For details on the method, see McArtor, Lubke, & Bergeman (2017) <https://doi.org/10.1007/s11336-016-9527-8>.

Authors:Daniel B. McArtor [aut, cre]

MDMR_0.5.1.tar.gz
MDMR_0.5.1.zip(r-4.7)MDMR_0.5.1.zip(r-4.6)MDMR_0.5.1.zip(r-4.5)
MDMR_0.5.1.tgz(r-4.6-any)MDMR_0.5.1.tgz(r-4.5-any)
MDMR_0.5.1.tar.gz(r-4.7-any)MDMR_0.5.1.tar.gz(r-4.6-any)
MDMR_0.5.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
MDMR/json (API)

# Install 'MDMR' in R:

install.packages('MDMR', repos = c('https://dmcartor.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/dmcartor/mdmr/issues

Datasets:

X.clust - Simulated clustered predictor data to illustrate the Mixed-MDMR function
X.mdmr - Simulated predictor data to illustrate the MDMR package.
Y.clust - Simulated clustered outcome data to illustrate the Mixed-MDMR function
Y.mdmr - Simulated outcome data to illustrate the MDMR package.

On CRAN:

6.28 score 7 stars 1 packages 18 scripts 221 downloads 11 mentions 4 exports 70 dependencies

Last updated from:458d979a0a. Checks:7 NOTE, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	NOTE	200
source / vignettes	OK	1462
linux-release-x86_64	NOTE	166
macos-release-arm64	NOTE	143
macos-oldrel-arm64	NOTE	137
windows-devel	NOTE	105
windows-release	NOTE	103
windows-oldrel	NOTE	103
wasm-release	OK	138

Exports:delta gower mdmr mixed.mdmr

Dependencies:abind backports boot broom car carData cli colorspace CompQuadForm cowplot cpp11 Deriv doBy dplyr farver forecast Formula fracdiff generics ggplot2 glue gtable isoband labeling lattice lifecycle lme4 lmtest magrittr MASS Matrix MatrixModels mgcv microbenchmark minqa modelr nlme nloptr nnet numDeriv pbkrtest pillar pkgconfig purrr quantreg R6 rbibutils RColorBrewer Rcpp RcppArmadillo RcppEigen Rdpack reformulas rlang S7 scales SparseM stringi stringr survival tibble tidyr tidyselect timeDate urca utf8 vctrs viridisLite withr zoo

Using the MDMR Package

Daniel McArtor

Rendered frommdmr-vignette.Rmdusingknitr::rmarkdownon May 29 2026.

Last update: 2018-02-11
Started: 2016-01-27

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Multivariate Distance Matrix Regression	MDMR-package MDMR
Compute univariate MDMR effect sizes	delta
Compute Gower's centered similarity matrix from a distance matrix	gower
Conduct MDMR with analytic p-values	mdmr
Fit Mixed-MDMR models	mixed.mdmr
Print MDMR Object	print.mdmr
Print Mixed MDMR Object	print.mixed.mdmr
Summarizing MDMR Results	summary.mdmr
Summarizing Mixed MDMR Results	summary.mixed.mdmr
Simulated clustered predictor data to illustrate the Mixed-MDMR function	X.clust
Simulated predictor data to illustrate the MDMR package.	X.mdmr
Simulated clustered outcome data to illustrate the Mixed-MDMR function	Y.clust
Simulated outcome data to illustrate the MDMR package.	Y.mdmr