Package index • sparselink

R Package

sparselink-package: Sparse regression for related problems

Main functions

sparselink(): Sparse regression for related problems

coef(<sparselink>): Regression Coefficients

predict(<sparselink>): Out-of-sample Predictions

Other functions

logit(): logit function

sigmoid(): Sigmoid function

link_function(): Link function

mean_function(): Mean function

calc_metric(): Calculate deviance

make_folds_multi() make_folds_trans(): Create folds for multi-task and transfer learning

get_info(): Extract dimensionality.

fuse_data(): Data fusion

construct_weights(): Construct internal and external weights

construct_penfacs(): Construct penalty factors

wrap_empty() wrap_separate() predict(<wrap_separate>) coef(<wrap_separate>) wrap_common() predict(<wrap_common>) coef(<wrap_common>) wrap_mgaussian() predict(<wrap_mgaussian>) coef(<wrap_mgaussian>) wrap_spls() predict(<wrap_spls>) coef(<wrap_spls>) wrap_glmtrans() predict(<wrap_glmtrans>) coef(<wrap_glmtrans>) wrap_xrnet() predict(<wrap_xrnet>) coef(<wrap_xrnet>): Available methods

sim_data_multi() sim_data_trans(): Data simulation for related problems

traintest(): Train and test model

cv_multiple() cv_transfer(): Model comparison

count_vector() count_matrix(): Metrics for sign detection

plot_change(): Pairwise differences

plot_weight(): Visualise metric that depends on two parameters