Sparse Projected Averaged Regression
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Documentation for package ‘spareg’ version 1.2.0
Help Pages
| 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 | get_model |
| get_model.spar | Get Best Model for 'spar' Objects |
| get_model.spar.cv | Get Best Model for 'spar.cv' Objects |
| 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 | Print summary of "spar" Object |
| print.spar.cv | Print Method for "spar.cv" Object |
| randomprojection-class | Random Projection Object Class |
| rp_cw | Sparse Embedding Matrix |
| rp_gaussian | Gaussian Random Projection Matrix |
| rp_sparse | Sparse Random Projection Matrix |
| screencoef-class | Screening Coefficient Object Class |
| 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) |
| spar.cv | Sparse Projected Averaged Regression with Cross-Validation |
| spareg | Sparse Projected Averaged Regression (SPAR) |
| spareg.cv | Sparse Projected Averaged Regression with Cross-Validation |
| sparmodel-class | SPAR Model Object Class |
| spar_glm | GLM Marginal 'sparmodel' |
| spar_glmnet | Penalized GLM Marginal 'sparmodel' |
| summary.coefspar | Summary Method for "coefspar" Object |