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Scope

Multivariate elastic net regression through stacked generalisation (extending the R package glmnet).

Installation

Install the current release from CRAN:

install.packages("joinet")

or the latest development version from GitHub:

#install.packages("devtools")
devtools::install_github("rauschenberger/joinet")

Reference

Armin Rauschenberger and Enrico Glaab (2019). “joinet: predicting correlated outcomes jointly to improve clinical prognosis”. Manuscript in preparation.

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Version

Install

install.packages('joinet')

Monthly Downloads

338

Version

0.0.3

License

GPL-3

Issues

Pull Requests

Stars

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Maintainer

Armin Rauschenberger

Last Published

November 13th, 2019

Functions in joinet (0.0.3)

predict.joinet

Make Predictions
weights.joinet

Extract Weights
joinet-package

Multivariate Elastic Net Regression
joinet

Multivariate Elastic Net Regression
coef.joinet

Extract Coefficients
cv.joinet

Model comparison