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Package: fastglm
Type: Package
Title: Fast and Stable Fitting of Generalized Linear Models using 'RcppEigen'
Version: 0.1.1
Authors@R: c(
person("Jared", "Huling", , email = "jaredhuling@gmail.com", c("aut", "cre")),
person("Douglas", "Bates", , , c("cph")),
person("Dirk", "Eddelbuettel", , , c("cph")),
person("Romain", "Francois", , , c("cph")),
person("Yixuan", "Qiu", , , c("cph")),
person("Noah", "Greifer", role=c("ctb"),
email = "noah.greifer@gmail.com",
comment=c(ORCID="0000-0003-3067-7154"))
)
Description: Fits generalized linear models efficiently using 'RcppEigen'. The iteratively reweighted least squares
implementation utilizes the step-halving approach of Marschner (2011) <doi:10.32614/RJ-2011-012> to help safeguard
against convergence issues.
BugReports: https://github.com/jaredhuling/fastglm/issues
URL: https://github.com/jaredhuling/fastglm, https://jaredhuling.org/fastglm/
License: GPL (>= 2)
Encoding: UTF-8
Depends:
R (>= 4.0.0)
Imports:
Rcpp (>= 0.12.13),
bigmemory,
methods,
Matrix,
Formula
LinkingTo:
Rcpp,
RcppEigen,
BH,
bigmemory
Suggests:
glm2,
knitr,
rmarkdown,
testthat (>= 3.0.0),
sandwich,
microbenchmark,
MASS,
statmod,
logistf,
brglm2,
pscl,
speedglm,
tweedie,
ggplot2
Config/testthat/edition: 3
RoxygenNote: 7.3.3
VignetteBuilder: knitr