Gradient Descent LASSO with Stability Selection and Bootstrapped Confidence Intervals

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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