Adaptive Best Subset Selection in Polynomial Time


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Documentation for package ‘abess’ version 0.3.0

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abess Adaptive Best-Subset Selection via Splicing
abess.default Adaptive Best-Subset Selection via Splicing
abess.formula Adaptive Best-Subset Selection via Splicing
abesspca Adaptive best subset selection for principal component analysis
coef.abess Extract Model Coefficients from a fitted "'abess'" object.
coef.abesspca Extract Sparse Loadings from a fitted "'abesspca'" object.
deviance.abess Extract the deviance from a fitted "'abess'" object.
extract Extract one model from a fitted "'abess'" object.
extract.abess Extract one model from a fitted "'abess'" object.
generate.data Generate simulated data
plot.abess Creat plot from a fitted "'abess'" object
predict.abess Make predictions from a fitted "'abess'" object.
print.abess Print method for a fitted "'abess'" object
print.abesspca Print method for a fitted "'abesspca'" object
trim32 The Bardet-Biedl syndrome Gene expression data