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

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Authors: David DeFranza
Cited by: 0
References: 2

Abstract

Implements LASSO regression using gradient descent with support for Gaussian, Binomial, Negative Binomial, and Zero-Inflated Negative Binomial (ZINB) families. Features cross-validation for determining lambda, stability selection, and bootstrapping for confidence intervals. Methods described in Tibshirani (1996) and Meinshausen and Buhlmann (2010) .

Publication details

Publication date
8 January 2026
Document type
Dataset