Yi Yang

erboost

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

This package implements a simplified version of least<U+000a>squares, and logistic regression for ef...

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...

Variable selection deviation (VSD) measures and instability tests for high-dimensional model selecti...

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...

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

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