Variable Selection and Inference for Partial Semiparametric
Linear Mixed-Effects Model
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Documentation for package ‘plsmmLasso’ version 1.0.0
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 |