cyclops {Cyclops}R Documentation

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


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.

[Package Cyclops version 3.4.1 Index]