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)
- Version3.4.1
- R version≥ 3.5.0
- LicenseApache License 2.0
- Needs compilation?Yes
- Cyclops citation info
- Last release06/06/2024
Documentation
Team
Marc A. Suchard
Martijn J. Schuemie
Show author detailsRolesAuthorTrevor R. Shaddox
Show author detailsRolesAuthorYuxi Tian
Show author detailsRolesAuthorJianxiao Yang
Show author detailsRolesAuthorEric Kawaguchi
Show author detailsRolesAuthorSushil Mittal
Show author detailsRolesContributorObservational Health Data Sciences and Informatics
Show author detailsRolesCopyright holderMarcus Geelnard
Show author detailsRolesCopyright holder, ContributorRutgers University
Show author detailsRolesCopyright holder, ContributorR Development Core Team
Show author detailsRolesCopyright holder, Contributor
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Dependencies
- Depends1 package
- Imports8 packages
- Suggests7 packages
- Linking To3 packages
- Reverse Depends2 packages
- Reverse Imports1 package
- Reverse Suggests1 package