Man pages for spareg
Sparse Projected Averaged Regression

coef.sparcoef.spar
coef.spar.cvcoef.spar.cv
constructor_randomprojectionConstructor function for building "randomprojection" objects
constructor_screencoefConstructor function for building "screencoef" objects
constructor_sparmodelConstructor function for building "sparmodel" objects
generate_cwSparse embedding matrix
generate_gaussianGaussian random projection matrix
generate_scrcoef_corGenerate screening coefficient based on correlation
generate_scrcoef_glmnetScreening coefficient based on glmnet coefficients
generate_scrcoef_marglikGenerate screening coefficient based on marginal likelihood...
generate_sparseSparse random projection matrix
get_coefExtractor for model coefficients from ”coefspar" object
get_interceptExtractor for model intercept from ”coefspar" object
get_measureExtractor for (cross-)validation measure from "spar" or...
get_modelExtractor of model from a "spar" or "spar.cv" object
plot.sparplot.spar
plot.spar.cvplot.spar.cv
predict.sparpredict.spar
predict.spar.cvpredict.spar.cv
print.coefsparPrint method for coefspar objects
print.randomprojectionprint.randomprojection
print.screencoefprint.screencoef
print.sparprint.spar
print.spar.cvprint.spar.cv
rp_cwSparse embedding matrix
rp_gaussianGaussian random projection matrix
rp_sparseSparse random projection matrix
screen_corScreening coefficient based on correlation
screen_glmnetScreening coefficient based on glmnet coefficients
screen_marglikScreening coefficient based on marginal GLMs
simulate_spareg_dataSimulate Sparse Regression Data
sparSparse Projected Averaged Regression
spar.cvSparse Projected Averaged Regression
spar_glmGLM marginal models
spar_glmnetPenalized GLM marginal models
summary.coefsparSummary method for coefspar objects
spareg documentation built on Aug. 8, 2025, 6:46 p.m.