Univariate-Guided Sparse Regression

Documentation for package ‘uniLasso’ version 2.11

ci.uniReg	Compute bootstrap confidence intervals for a univariate guided regression model
cv.uniLasso	Fit a cross-validated univariate guided lasso model.
cv.uniReg	Fit a cross-validated univariate guided lasso model.
plot.cv.uniReg	plot the cross-validation curve produced by cv.uniReg
polish.uniLasso	Fit a cross-validated univariate guided lasso model, followed by a lasso polish.
predict.cv.uniReg	make predictions from a "cv.uniReg" object.
print.cv.uniReg	print a cross-validated uniReg object
simulate_counterexample	simulate counterexample data
simulate_Gaussian	simulate Gaussian data
simulate_twoclass	simulate two class data
simulate_uniLasso	Simulate data for use in uniLasso and uniReg
uniCoef	Compare the nonzero coefficients and univariate counterparts
uniInfo	Create the univariate info for use in uniLasso
uniLasso	Compute bootstrap confidence intervals for a univariate guided regression model
uniReg	Compute bootstrap confidence intervals for a univariate guided regression model