OHDSI/Cyclops: Cyclic Coordinate Descent for Logistic, Poisson and Survival Analysis

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) <doi:10.1145/2414416.2414791>.

Getting started

Package details

Maintainer
LicenseApache License 2.0
Version2.0.1
URL https://github.com/ohdsi/cyclops
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("OHDSI/Cyclops")
OHDSI/Cyclops documentation built on Oct. 21, 2018, 4:34 a.m.