Best Subset Selection in Linear, Logistic and CoxPH Models


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Documentation for package ‘BeSS’ version 2.0.4

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aic Extract the IC from a "bess" object.
bess Best subset selection
bess.one Best subset selection with a specified model size
bic Extract the IC from a "bess" object.
coef.bess Provides estimated coefficients from a fitted "bess" object.
coef.bess.one Provides estimated coefficients from a fitted "bess.one" object.
deviance.bess Extract the deviance from a "bess" object.
deviance.bess.one Extract the deviance from a "bess.one" object.
ebic Extract the IC from a "bess" object.
gen.data Generate simulated data
gravier breast cancer data set
logLik.bess Extract the loglikelihood from a "bess" object.
logLik.bess.one Extract the loglikelihood from a "bess.one" object.
plot.bess Produces a coefficient profile plot of the coefficient or loss function paths
predict.bess make predictions from a "bess" object.
predict.bess.one make predictions from a "bess.one" object.
print.bess print method for a "bess" object
print.bess.one print method for a "bess.one" object
prostate Factors associated with prostate specific antigen
SAheart Risk factors associated with heart disease
summary.bess summary method for a "bess" object
summary.bess.one summary method for a "bess.one" object