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
Trevor R. Shaddox
Show author detailsRolesAuthorSushil Mittal
Show author detailsRolesContributorRutgers University
Show author detailsRolesCopyright holder, ContributorEric Kawaguchi
Show author detailsRolesAuthorJianxiao Yang
Show author detailsRolesAuthor
Insights
Last 30 days
This package has been downloaded 1,194 times in the last 30 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 60 times.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
This package has been downloaded 15,197 times in the last 365 days. The academic equivalent of having a dedicated subreddit. There are fans, and maybe even a few trolls! The day with the most downloads was Sep 11, 2024 with 204 downloads.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
Binaries
Dependencies
- Imports7 packages
- Suggests7 packages
- Linking To3 packages
- Reverse Depends2 packages
- Reverse Imports1 package
- Reverse Suggests1 package