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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: 3.5.0
Authors@R: c(
person("Marc A.", "Suchard", email = "[email protected]", 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("Eric", "Kawaguchi", 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
Biarch: true
URL: https://github.com/ohdsi/cyclops
BugReports: https://github.com/ohdsi/cyclops/issues
Depends:
R (>= 3.5.0)
Imports:
rlang,
Matrix,
Rcpp (>= 0.12.12),
Andromeda (>= 0.3.1),
dplyr,
methods,
survival,
bit64
LinkingTo: Rcpp,
RcppEigen (>= 0.3.2),
RcppParallel
Suggests:
testthat,
readr,
MASS,
gnm,
ggplot2,
microbenchmark,
cmprsk
NeedsCompilation: yes
RoxygenNote: 7.3.2
Roxygen: list(markdown = TRUE)
Encoding: UTF-8