kernrank

kernrank is an R package implementing kernel functions and kernel methods for analyzing rank data, typically total rankings (or permutations), interleaving and top-k partial rankings, multivariate rankings.

Installation

# install.packages("devtools")
devtools::install_github("YunlongJiao/kernrank")

Demo

Refer to github repo kendallkernel_demo for plenty of examples of using the package.

References

Yunlong Jiao, Jean-Philippe Vert. The Kendall and Mallows Kernels for Permutations. 2016. hal-01279273

Note

This package is built upon the CRAN package RMallow and serves as a stable update and mostly a significant extension of that package.

Misc