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 |
plot.spar | plot.spar |
plot.spar.cv | plot.spar.cv |
predict.spar | predict.spar |
predict.spar.cv | predict.spar.cv |
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 |