Sparse Projected Averaged Regression
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Documentation for package ‘spareg’ version 1.1.0
Help Pages
| coef.spar | coef.spar |
| coef.spar.cv | coef.spar.cv |
| constructor_randomprojection | Constructor function for building "randomprojection" objects |
| constructor_screencoef | Constructor function for building "screencoef" objects |
| constructor_sparmodel | Constructor function for building "sparmodel" objects |
| 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 model from a "spar" or "spar.cv" object |
| plot.spar | plot.spar |
| plot.spar.cv | plot.spar.cv |
| predict.spar | predict.spar |
| predict.spar.cv | predict.spar.cv |
| print.coefspar | Print method for coefspar objects |
| print.randomprojection | print.randomprojection |
| print.screencoef | print.screencoef |
| print.spar | print.spar |
| print.spar.cv | print.spar.cv |
| 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 |
| spareg | Sparse Projected Averaged Regression |
| spareg.cv | Sparse Projected Averaged Regression |
| spar_glm | GLM marginal models |
| spar_glmnet | Penalized GLM marginal models |
| summary.coefspar | Summary method for coefspar objects |