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.
- Version3.5.0
- R versionR (≥ 3.5.0)
- LicenseApache License 2.0
- Needs compilation?Yes
- Cyclops citation info
- Last release12/02/2024
Documentation
Team
Marc A. Suchard
MaintainerShow author detailsR Development Core Team
Show author detailsRolesCopyright holder, ContributorObservational Health Data Sciences and Informatics
Show author detailsRolesCopyright holderYuxi Tian
Show author detailsRolesAuthorMartijn J. Schuemie
Show author detailsRolesAuthorMarcus Geelnard
Show author detailsRolesCopyright holder, ContributorTrevor R. Shaddox
Show author detailsRolesAuthorSushil Mittal
Show author detailsRolesContributorRutgers University
Show author detailsRolesCopyright holder, ContributorEric Kawaguchi
Show author detailsRolesAuthorJianxiao Yang
Show author detailsRolesAuthor
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- Imports7 packages
- Suggests7 packages
- Linking To3 packages
- Reverse Depends2 packages
- Reverse Imports1 package
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