cyclops {Cyclops}R Documentation

Cyclops: Cyclic coordinate descent for logistic, Poisson and survival analysis

Description

The Cyclops package incorporates cyclic coordinate descent and majorization-minimization approaches to fit a variety of regression models found in large-scale observational healthcare data. Implementations focus on computational optimization and fine-scale parallelization to yield efficient inference in massive datasets.

Author(s)

Maintainer: Marc A. Suchard msuchard@ucla.edu

Authors:

Other contributors:

See Also

Useful links:


[Package Cyclops version 3.5.0 Index]