Cyclops: Cyclic Coordinate Descent for Logistic, Poisson and Survival Analysis
Version 1.3.0

This model fitting tool 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.

Getting started

Package details

AuthorMarc A. Suchard [aut, cre], Martijn J. Schuemie [aut], Trevor R. Shaddox [aut]
Date of publication2017-08-23 22:26:38 UTC
MaintainerMarc A. Suchard <[email protected]>
LicenseApache License 2.0
Package repositoryView on CRAN
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Cyclops documentation built on Aug. 24, 2017, 1:02 a.m.