Combined Selection and Uncertainty Visualiser (CSUV)


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Documentation for package ‘CSUV’ version 0.1.1

Help Pages

csuv Get the fitted results from Combined Selection and Uncertainty Visualiser (CSUV) method
csuv.ci Confidence interval-like interval for uncertainty illustration
csuv.plot.helper Helper function, please do not use it
get.compare.fit Helper function, please do not use
get.compare.methods Get a list of variable selection methods implemented in the CSUV package
get.csuv.final.mod Helper function, please do not use it
get.csuv.unique.fit Helper function, please do not use it
interactive.uncertainty.illustration Interactive version of the uncertainty illustration
lm.compare.method Get fitted models by fitting some variable selection methods
lm.cv Get a fitted model selected by cross validation
lm.mse Calculate mse
lm.ols.refit Get the ordinary least square estimated coefficients on a set of previously selected covariates
plot.csuv Graphical illustration of selection uncertainty
print.csuv Print the coefficients of csuv
set.log.level Set the level of logger