R: Univariate-Guided Sparse Regression

# Univariate-Guided Sparse Regression

## Documentation for package ‘uniLasso’ version 2.11

- DESCRIPTION file
- Package README

## Help Pages

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