gradLasso
Gradient Descent LASSO with Stability Selection and Bootstrapped Confidence Intervals
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) <doi:10.1111/j.2517-6161.1996.tb02080.x> and Meinshausen and Buhlmann (2010) <doi:10.1111/j.1467-9868.2010.00740.x>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.1.1 |
rolling source/ R- | gradLasso_0.1.1.tar.gz |
60.6 KiB |
0.1.1 |
rolling linux/jammy R-4.5 | gradLasso_0.1.1.tar.gz |
140.5 KiB |
0.1.1 |
rolling linux/noble R-4.5 | gradLasso_0.1.1.tar.gz |
140.2 KiB |
0.1.1 |
latest source/ R- | gradLasso_0.1.1.tar.gz |
60.6 KiB |
0.1.1 |
latest linux/jammy R-4.5 | gradLasso_0.1.1.tar.gz |
140.5 KiB |
0.1.1 |
latest linux/noble R-4.5 | gradLasso_0.1.1.tar.gz |
140.2 KiB |
0.1.1 |
2026-04-23 source/ R- | gradLasso_0.1.1.tar.gz |
60.6 KiB |
0.1.1 |
2026-04-09 windows/windows R-4.5 | gradLasso_0.1.1.zip |
142.2 KiB |