| coef.spar | Coef Method for "spar" Object |
| coef.spar.cv | Coef Method for "spar.cv" Object |
| constructor_randomprojection | Constructor Function for Building "randomprojection" Object |
| constructor_screencoef | Constructor Function for Building "screencoef" Objects |
| constructor_sparmodel | Constructor Function for Building "sparmodel" Object |
| get_coef | Extractor for Model Coefficients from "coefspar" Object |
| get_intercept | Extractor for Model Intercept from "coefspar" Object |
| get_measure | Extractor for (Cross-)Validation Measure from "spar" or "spar.cv" Object |
| get_model | Extractor of Specific Model from "spar" and "spar.cv" Object |
| plot.spar | Plot Method for "spar" Object |
| plot.spar.cv | Plot Method for "spar.cv" Object |
| predict.spar | Predict Method for "spar.cv" Object |
| predict.spar.cv | Predict Method for "spar.cv" Object |
| print.coefspar | Print Method for "coefspar" Object |
| print.randomprojection | Print Method for a "randomprojection" Object |
| print.screencoef | Print Method for "screencoef" Object |
| print.spar | Summary of "spar" Object |
| print.spar.cv | Print Method for "spar.cv" Object |
| rp_cw | Sparse Embedding Matrix |
| rp_gaussian | Gaussian Random Projection Matrix |
| rp_sparse | Sparse Random Projection Matrix |
| screen_cor | Screening Coefficient Based on Correlation |
| screen_glmnet | Screening Coefficient Based on glmnet Coefficients |
| screen_marglik | Screening Coefficient Based on Marginal GLMs |
| simulate_spareg_data | Simulate Sparse Regression Data |
| spar | Sparse Projected Averaged Regression |
| spar.cv | Sparse Projected Averaged Regression with Cross-Validation |
| spareg | Sparse Projected Averaged Regression |
| spareg.cv | Sparse Projected Averaged Regression with Cross-Validation |
| spar_glm | GLM Marginal "sparmodel" |
| spar_glmnet | Penalized GLM Marginal "sparmodel" |
| summary.coefspar | Summary Method for "coefspar" Object |