missoNet-package {missoNet}

Multi-task regression and conditional network estimation with missing values in the tasks

Description

Package:	missoNet
Type:	Package
Version:	1.0.0
Date:	2022-10-01
License:	GPL-2

missoNet functions

missoNet

Fit a series of ‘missoNet’ models with user-supplied regularization parameter pairs for the lasso penalties, {(\lambda_B, \lambda_\Theta)}.

cv.missoNet

Perform k-fold cross-validation for ‘missoNet’ over a grid of (auto-computed) regularization parameter pairs.

plot

S3 method for plotting the cross-validation errors from a fitted 'cv.missoNet' object.

predict

S3 method for making predictions of response values from a fitted 'cv.missoNet' object.

generateData

Quickly generate synthetic data for simulation studies.