MDMeasure provides measures of mutual dependence and tests of mutual independence.
The two main parts are: - measuring mutual dependence - testing mutual independence
The mutual dependence measures include: - asymmetric measure based on distance covariance - symmetric measure based on distance covariance - complete measure based on complete V-statistics - simplified complete measure based on incomplete V-statistics - asymmetric measure based on complete measure - simplified asymmetric measure based on simplified complete measure - symmetric measure based on complete measure - simplified symmetric measure based on simplified complete measure
The mutual independence tests based on the mutual dependence measures are implemented as permutation tests.
# Install the released version from CRAN
install.packages("MDMeasure")
# Or the development version from GitHub:
# install.packages("devtools")
devtools::install_github("zejin/MDMeasure")
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.