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DESCRIPTION
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DESCRIPTION
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Package: Cyclops
Type: Package
Title: Cyclic Coordinate Descent for Logistic, Poisson and Survival Analysis
Version: 1.2.2
Author: Marc A. Suchard [aut, cre],
Martijn J. Schuemie [aut],
Trevor R. Shaddox [aut]
Maintainer: Marc A. Suchard <[email protected]>
Description: 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.
License: Apache License 2.0
LazyData: Yes
URL: https://github.com/ohdsi/cyclops
BugReports: https://github.com/ohdsi/cyclops/issues
Depends:
R (>= 3.1.0)
Imports:
Matrix,
Rcpp (>= 0.12.4),
bit,
ff,
ffbase,
RcppParallel,
methods
LinkingTo: Rcpp,
BH (>= 1.51.0),
RcppEigen (>= 0.3.2),
RcppParallel
Suggests:
testthat,
survival,
gnm,
ggplot2
RoxygenNote: 5.0.1