Graph-Constrained Regularization for Sparse Generalized Linear Models


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Documentation for package ‘glmgraph’ version 1.0.3

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glmgraph-package Fit a GLM with a combination of sparse and smooth regularization
coef.cv.glmgraph Retrieve coefficients from a fitted "cv.glmgraph" object.
coef.glmgraph Retrieve coefficients from a fitted "glmgraph" object.
cv.glmgraph Cross-validation for glmgraph
glmgraph Fit a GLM with a combination of sparse and smooth regularization
plot.cv.glmgraph Plot the cross-validation curve produced by cv.glmgraph
plot.glmgraph Plot coefficients from a "glmgraph" object
predict.cv.glmgraph make prediction from a fitted "cv.glmgraph" object.
predict.glmgraph Model predictions based on a fitted "glmgraph" object.
print.cv.glmgraph print a glmgraph object