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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>.

Versions across snapshots

VersionRepositoryFileSize
3.7.0 rolling linux/jammy R-4.5 Cyclops_3.7.0.tar.gz 1.0 MiB
3.7.0 rolling linux/noble R-4.5 Cyclops_3.7.0.tar.gz 1.0 MiB
3.7.0 rolling source/ R- Cyclops_3.7.0.tar.gz 516.7 KiB
3.7.0 latest linux/jammy R-4.5 Cyclops_3.7.0.tar.gz 1.0 MiB
3.7.0 latest linux/noble R-4.5 Cyclops_3.7.0.tar.gz 1.0 MiB
3.7.0 latest source/ R- Cyclops_3.7.0.tar.gz 516.7 KiB
3.7.0 2026-04-26 source/ R- Cyclops_3.7.0.tar.gz 516.7 KiB
3.7.0 2026-04-23 source/ R- Cyclops_3.7.0.tar.gz 516.7 KiB
3.7.0 2026-04-09 windows/windows R-4.5 Cyclops_3.7.0.zip 1.4 MiB
3.5.1 2025-04-20 source/ R- Cyclops_3.5.1.tar.gz 508.7 KiB

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