Hui Zou

elasticnet

This package provides functions for fitting the entire<U+000a>solution path of the Elastic-Net and a...

Expectile regression is a nice tool for estimating the conditional expectiles of a response variable...

We implement a cocktail algorithm, a good mixture of coordinate decent, the majorization-minimizatio...

This package implements a generalized coordinate descent (GCD) algorithm for computing the solution ...

This package implements a unified algorithm, blockwise-majorization-decent (BMD), for efficiently co...

This package implements a iteratively reweighed least square (IRLS) strategy that incorporates a blo...

An efficient algorithm inspired by majorization-minimization principle for solving the entire soluti...

A novel implementation that solves the DWD and the kernel DWD which can be hundred times faster than...

Efficient procedures for computing a new Multi-Class Sparse Discriminant Analysis method that estima...

Formulates a sparse distance weighted discrimination (SDWD) for high-dimensional classification and ...

A boosted Tweedie compound Poisson model using the gradient boosting. It is capable of fitting a fle...