Cyclops: Cyclic Coordinate Descent for Logistic, Poisson and Survival Analysis
Version 1.3.4

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. Please see: Suchard, Simpson, Zorych, Ryan and Madigan (2013) .

Getting started

Package details

AuthorMarc A. Suchard [aut, cre], Martijn J. Schuemie [aut], Trevor R. Shaddox [aut], Yuxi Tian [aut], Sushil Mittal [ctb], Observational Health Data Sciences and Informatics [cph], Marcus Geelnard [cph, ctb] (provided the TinyThread library), Rutgers University [cph, ctb] (provided the HParSearch routine), R Development Core Team [cph, ctb] (provided the ZeroIn routine)
Date of publication2018-06-15 15:50:20 UTC
MaintainerMarc A. Suchard <[email protected]>
LicenseApache License 2.0
Version1.3.4
URL https://github.com/ohdsi/cyclops
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("Cyclops")

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Cyclops documentation built on June 16, 2018, 1:38 p.m.