Other packages > Find by keyword >

nparMD  

Nonparametric Analysis of Multivariate Data in Factorial Designs
View on CRAN: Click here


Download and install nparMD package within the R console
Install from CRAN:
install.packages("nparMD")

Install from Github:
library("remotes")
install_github("cran/nparMD")

Install by package version:
library("remotes")
install_version("nparMD", "0.2.1")



Attach the package and use:
library("nparMD")
Maintained by
Maximilian Kiefel
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-06-14
Latest Update: 2022-03-09
Description:
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) .
How to cite:
Maximilian Kiefel (2018). nparMD: Nonparametric Analysis of Multivariate Data in Factorial Designs. R package version 0.2.1, https://cran.r-project.org/web/packages/nparMD. Accessed 30 Jan. 2025.
Previous versions and publish date:
0.1.0 (2018-06-14 20:33)
Other packages that cited nparMD R package
View nparMD citation profile
Other R packages that nparMD depends, imports, suggests or enhances
Complete documentation for nparMD
Functions, R codes and Examples using the nparMD R package
Some associated functions: nparml . nparms . pseudostudy1 . pseudostudy2 . 
Some associated R codes: nparml.R . nparms.R . pseudostudy1.R . pseudostudy2.R .  Full nparMD package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

WtTopsis  
Weighted Method for Multiple-Criteria Decision Making
Evaluation of alternatives based on multiple criteria using weighted technique for Order preference ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
cinaR  
A Computational Pipeline for Bulk 'ATAC-Seq' Profiles
Differential analyses and Enrichment pipeline for bulk 'ATAC-seq' data analyses. This package combi ...
Download / Learn more Package Citations See dependency  
convertid  
Convert Gene IDs Between Each Other and Fetch Annotations from Biomart
Gene Symbols or Ensembl Gene IDs are converted using the Bimap interface in 'AnnotationDbi' in conve ...
Download / Learn more Package Citations See dependency  
kesernetwork  
Visualization of the KESER Network
A shiny app to visualize the knowledge networks for the code concepts. Using co-occurrence matrices ...
Download / Learn more Package Citations See dependency  
GGMncv  
Gaussian Graphical Models with Nonconvex Regularization
Estimate Gaussian graphical models with nonconvex penalties , including ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA