Sparse Projected Averaged Regression


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Documentation for package ‘spareg’ version 1.0.0

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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