Package index • sparselink

R Package

sparselink-package: Sparse regression for related problems

Main functions

sparselink(): Sparse regression for related problems

coef(<sparselink>): Extract Coefficients

predict(<sparselink>): Make Predictions

Other functions

get.info(): Extract dimensionality.

sim.data.multiple(): Data simulation for multi-task learning

sim.data.transfer(): Data simulation for transfer learning

calc.metric(): Calculate deviance

change(): Plot pairwise differences

construct_pf(): Construct penalty factors

count_matrix(): Metrics for sign detection

count_vector(): Metrics for sign detection

fuse.data(): Data fusion

make.folds.multi(): Folds for multi-task learning

make.folds.trans(): Folds for transfer learning

traintest(): Train and test model