R: Gradient Descent LASSO with Stability Selection and Bootstrapped Confidence Intervals

# Gradient Descent LASSO with Stability Selection and Bootstrapped Confidence Intervals

## Documentation for package ‘gradLasso’ version 0.1.1

- DESCRIPTION file
- User guides, package vignettes and other documentation

## Help Pages

coef.gradLasso | Extract Model Coefficients
cv.gradLasso | Cross-Validation for gradLasso
fitted.gradLasso | Extract Fitted Values
gradLasso | Gradient Descent LASSO with Stability Selection
gradLasso_imports | Package Imports and Global Documentation
grad_binomial | Binomial Family (Logistic Regression)
grad_gaussian | Gaussian Family (Least Squares)
grad_negbin | Negative Binomial Family
grad_zinb | Zero-Inflated Negative Binomial Family
logLik.gradLasso | Extract Log-Likelihood
plot.cv.gradLasso | Plot CV results (Standalone)
plot.gradLasso | Master Plot Method
predict.gradLasso | Predict method for gradLasso
print.cv.gradLasso | Print CV results
print.gradLasso | Print method for gradLasso object
print.summary.gradLasso | Print method for summary
residuals.gradLasso | Extract Residuals
simulate_data | Simulate Data for gradLasso
summary.gradLasso | Summary method for gradLasso