cyclops: Cyclops: Cyclic coordinate descent for logistic, Poisson and...
In Cyclops: Cyclic Coordinate Descent for Logistic, Poisson and Survival Analysis
cyclops R Documentation
Cyclops: Cyclic coordinate descent for logistic, Poisson and survival analysis
Description
The Cyclops package 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.
Author(s)
Maintainer: Marc A. Suchard msuchard@ucla.edu
Authors:
Martijn J. Schuemie
Trevor R. Shaddox
Yuxi Tian
Jianxiao Yang
Eric Kawaguchi
Other contributors:
Sushil Mittal [contributor]
Observational Health Data Sciences and Informatics [copyright holder]
Marcus Geelnard (provided the TinyThread library) [copyright holder, contributor]
Rutgers University (provided the HParSearch routine) [copyright holder, contributor]
R Development Core Team (provided the ZeroIn routine) [copyright holder, contributor]
See Also
Useful links:
Cyclops documentation built on April 3, 2025, 8:59 p.m.
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| cyclops | R Documentation |
Cyclops: Cyclic coordinate descent for logistic, Poisson and survival analysis
Description
The Cyclops package 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.
Author(s)
Maintainer: Marc A. Suchard msuchard@ucla.edu
Authors:
Martijn J. Schuemie
Trevor R. Shaddox
Yuxi Tian
Jianxiao Yang
Eric Kawaguchi
Other contributors:
Sushil Mittal [contributor]
Observational Health Data Sciences and Informatics [copyright holder]
Marcus Geelnard (provided the TinyThread library) [copyright holder, contributor]
Rutgers University (provided the HParSearch routine) [copyright holder, contributor]
R Development Core Team (provided the ZeroIn routine) [copyright holder, contributor]
See Also
Useful links:
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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