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DESCRIPTION
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Package: pedmod
Type: Package
Title: Pedigree Models
Version: 0.2.5
Authors@R: c(
person("Benjamin", "Christoffersen",
email = "boennecd@gmail.com",
role = c("cre", "aut"),
comment = c(ORCID = "0000-0002-7182-1346")),
person("Alan", "Genz",
role = c("cph")),
person("Frank", "Bretz",
role = c("cph")),
person("Bjoern", "Bornkamp",
role = c("cph")),
person("Torsten", "Hothorn",
role = c("cph")),
person("Christophe", "Dutang",
role = c("cph")),
person("Diethelm", "Wuertz",
role = c("cph")),
person("R-core", email = "R-core@R-project.org",
role = "cph"),
person("Leo", "Belzile",
role = "cph"),
person("Zdravko", "Botev",
role = "cph"))
Maintainer: Benjamin Christoffersen <boennecd@gmail.com>
Description: Provides functions to estimate mixed probit models using, for
instance, pedigree data like in <doi:10.1002/sim.1603>. The models are also
commonly called liability threshold models. The approximation is
based on direct log marginal likelihood approximations like the randomized
Quasi-Monte Carlo suggested by <doi:10.1198/106186002394> with a similar
procedure to approximate the derivatives. The minimax tilting method
suggested by <doi:10.1111/rssb.12162> is also supported. Graph-based methods
are also provided that can be used to simplify pedigrees.
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.0
URL: https://github.com/boennecd/pedmod
BugReports: https://github.com/boennecd/pedmod/issues
LinkingTo:
Rcpp,
RcppArmadillo,
BH,
testthat,
psqn
Imports:
Rcpp,
alabama
Suggests:
testthat,
mvtnorm,
xml2,
knitr,
rmarkdown,
R.rsp,
abind,
kinship2,
igraph,
TruncatedNormal,
numDeriv
Depends:
R (>= 3.5.0)
VignetteBuilder: R.rsp
SystemRequirements: C++17