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This package provides functions for fitting the entire
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...
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