Variable Selection and Inference for Partial Semiparametric Linear Mixed-Effects Model


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Documentation for package ‘plsmmLasso’ version 1.1.0

Help Pages

create_bases Generate bases function matrix
debias_plsmm Post-selection inference for PLSMM
filter_nonzero_bases Filter bases functions
plot_fit Visualization of estimated mean trajectories and nonlinear functions from a PLSMM
plsmm_lasso Fit a high-dimensional PLSMM
simulate_group_inter Simulate PLSMM
test_f Bootstrap joint confidence bands and L2-norm based test on nonlinear functions
tune_plsmm Tune Penalized PLSMM