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kmr

Kernel multitask regression

Description

kmr is an R package implementing a kernel multitask regression algorithm to solve simultaneously several regression problems.

Installation

# install.packages("devtools")
devtools::install_github("jpvert/kmr")

Demo

Refer to github repo kmr_toxicogenetics for toxicogenetics data, some wrap-up functions and a vignette containing examples of using the package.

References

Elsa Bernard, Yunlong Jiao, Erwan Scornet, Veronique Stoven, Thomas Walter, and Jean-Philippe Vert. "Kernel multitask regression for toxicogenetics." Submitted. 2017. bioRxiv-171298

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Kernel multitask regression

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