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DESCRIPTION
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DESCRIPTION
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Package: BayesSurvive
Title: Bayesian Survival Models for High-Dimensional Data
Version: 0.0.4
Date: 2024-07-10
Authors@R: c(person("Zhi", "Zhao", role=c("aut","cre"), email = "[email protected]"),
person("Waldir", "Leoncio", role=c("aut")),
person("Katrin", "Madjar", role=c("aut")),
person("Tobias", "Østmo Hermansen", role=c("aut")),
person("Manuela", "Zucknick", role=c("ctb")),
person("Jörg", "Rahnenführer", role=c("ctb")))
Description: An implementation of Bayesian survival models with graph-structured selection priors for sparse identification of omics features predictive of survival (Madjar et al., 2021 <doi:10.1186/s12859-021-04483-z>) and its extension to use a fixed graph via a Markov Random Field (MRF) prior for capturing known structure of omics features, e.g. disease-specific pathways from the Kyoto Encyclopedia of Genes and Genomes database.
URL: https://github.com/ocbe-uio/BayesSurvive
BugReports: https://github.com/ocbe-uio/BayesSurvive/issues
License: GPL-3
VignetteBuilder: knitr
Depends: R (>= 4.0)
Encoding: UTF-8
RoxygenNote: 7.3.2
LinkingTo: Rcpp, RcppArmadillo, testthat
Imports: Rcpp, ggplot2, GGally, mvtnorm, survival, riskRegression,
utils, stats
Suggests: knitr, testthat
LazyData: true
NeedsCompilation: yes
Packaged: 2024-07-10 08:34:27 UTC; zhiz
Author: Zhi Zhao [aut, cre],
Waldir Leoncio [aut],
Katrin Madjar [aut],
Tobias Østmo Hermansen [aut],
Manuela Zucknick [ctb],
Jörg Rahnenführer [ctb]
Maintainer: Zhi Zhao <[email protected]>