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 |
generate_cw | Sparse embedding matrix |
generate_gaussian | Gaussian random projection matrix |
generate_scrcoef_cor | Generate screening coefficient based on correlation |
generate_scrcoef_glmnet | Screening coefficient based on glmnet coefficients |
generate_scrcoef_marglik | Generate screening coefficient based on marginal likelihood... |
generate_sparse | Sparse random projection matrix |
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... |
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 |
spar_glm | GLM marginal models |
spar_glmnet | Penalized GLM marginal models |
summary.coefspar | Summary method for coefspar objects |
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.