Network-Regularized Regression Models


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Documentation for package ‘netReg’ version 1.13.1

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netReg-package The _netReg_ package
beta Family objects for models
binomial Family objects for models
cv.edgenet Find the optimal shrinkage parameters for edgenet
cv.edgenet-method Find the optimal shrinkage parameters for edgenet
edgenet Fit a graph-regularized linear regression model using edge-based regularization.
edgenet-method Fit a graph-regularized linear regression model using edge-based regularization.
family Family objects for models
gamma Family objects for models
gaussian Family objects for models
group.lasso Fit a linear regression model the group lasso penalty
group.lasso-method Fit a linear regression model the group lasso penalty
inverse.gaussian Family objects for models
poisson Family objects for models
yeast A sample yeast data set for regression