Pretraining the Lasso

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Documentation for package ‘ptLasso’ version 1.0.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

binomial.example.data	Simulate input grouped data (binomial outcome) for testing with ptLasso.
coef.cv.ptLasso	Get the coefficients from a fitted cv.ptLasso model.
coef.ptLasso	Get the coefficients from a fitted ptLasso model.
cv.ptLasso	Cross-validation for ptLasso
gaussian.example.data	Simulate input grouped data (gaussian outcome) for testing with ptLasso.
get.individual.support	Get the support for individual models
get.overall.support	Get the support for the overall model
get.pretrain.support	Get the support for pretrained models
makedata	Simulate input grouped data for testing with ptLasso.
makedata.targetgroups	Simulate target grouped data for testing with ptLasso.
plot.cv.ptLasso	Plot the cross-validation curve produced by cv.ptLasso, as a function of the 'alpha' values used.
plot.ptLasso	Plot the models trained by a ptLasso object
predict.cv.ptLasso	Predict using a cv.ptLasso object.
predict.ptLasso	Predict using a ptLasso object.
print.cv.ptLasso	Print the cv.ptLasso object.
print.predict.cv.ptLasso	Print the predict.cv.ptLasso object.
print.predict.ptLasso	Print the predict.ptLasso object.
print.ptLasso	Print the ptLasso object.
ptLasso	Fit a pretrained lasso model using glmnet.