R: Sparse Projected Averaged Regression

# Sparse Projected Averaged Regression

## Documentation for package ‘spareg’ version 1.1.1

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## 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 | 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