Package: Cyclops
Type: Package
Title: Cyclic Coordinate Descent for Logistic, Poisson and Survival
Analysis
Version: 2.0.3
Authors@R: c(
person("Marc A.", "Suchard", email = "msuchard@ucla.edu", role = c("aut","cre")),
person("Martijn J.", "Schuemie", role = "aut"),
person("Trevor R.", "Shaddox", role = "aut"),
person("Yuxi", "Tian", role = "aut"),
person("Jianxiao", "Yang", role = "aut"),
person("Sushil", "Mittal", role ="ctb"),
person("Observational Health Data Sciences and Informatics", role = "cph"),
person("Marcus", "Geelnard", role = c("cph", "ctb"),
comment = "provided the TinyThread library"),
person("Rutgers University", role = c("cph", "ctb"),
comment = "provided the HParSearch routine"),
person("R Development Core Team", role = c("cph", "ctb"),
comment = "provided the ZeroIn routine")
)
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.  Please see:
Suchard, Simpson, Zorych, Ryan and Madigan (2013) <doi:10.1145/2414416.2414791>.
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 (>= 0.12.12), bit, ff, ffbase, methods, survival,
MASS
LinkingTo: Rcpp, BH (>= 1.51.0), RcppEigen (>= 0.3.2)
Suggests: testthat, gnm, ggplot2, microbenchmark
RoxygenNote: 7.1.0
NeedsCompilation: yes
Packaged: 2020-03-23 15:48:25 UTC; msuchard
Author: Marc A. Suchard [aut, cre],
Martijn J. Schuemie [aut],
Trevor R. Shaddox [aut],
Yuxi Tian [aut],
Jianxiao Yang [aut],
Sushil Mittal [ctb],
Observational Health Data Sciences and Informatics [cph],
Marcus Geelnard [cph, ctb] (provided the TinyThread library),
Rutgers University [cph, ctb] (provided the HParSearch routine),
R Development Core Team [cph, ctb] (provided the ZeroIn routine)
Maintainer: Marc A. Suchard <msuchard@ucla.edu>
Repository: CRAN
Date/Publication: 2020-04-11 16:20:05 UTC