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Cyclops (version 3.4.0)

cyclops: 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.

Arguments