Sparse Projected Averaged Regression


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Documentation for package ‘spareg’ version 1.1.1

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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