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# CITATION.cff file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "IntegMultiReg" in publications use:'
type: software
license: GPL-3.0-or-later
title: 'IntegMultiReg: Integrative Bayesian Multiple Regression for Multi-Platform
  Biomarkers'
version: 0.1.3
doi: 10.1111/biom.12587
identifiers:
- type: doi
  value: 10.32614/CRAN.package.IntegMultiReg
abstract: A Bayesian framework that integrates several regression models to identify
  a parsimonious set of biomarkers shared across disparate data platforms (for example
  genomic, transcriptomic and proteomic assays). Subjects are partitioned into subgroups
  defined by their pattern of platform availability, so that no subject with partially
  missing platform data is excluded, and information is borrowed across subgroups
  through a Markov random field prior on the variable-selection indicators together
  with non-local (product moment) priors on the regression effects. The methodology
  was introduced for time-to-event outcomes by Chekouo, Stingo, Doecke and Do (2017)
  <https://doi.org/10.1111/biom.12587>; this package additionally supports continuous
  (Gaussian) and binary (probit) outcomes. Posterior inference is carried out by a
  Markov chain Monte Carlo sampler implemented in C for computational efficiency.
authors:
- family-names: Zhang
  given-names: Sinian
  email: zhan9381@umn.edu
- family-names: Wang
  given-names: Jianfeng
  email: wan01188@umn.edu
- family-names: Chekouo
  given-names: Thierry
  email: tchekouo@umn.edu
  orcid: https://orcid.org/0000-0002-3594-9182
preferred-citation:
  type: article
  title: 'A Bayesian Integrative Approach for Multi-Platform Genomic Data: A Kidney
    Cancer Case Study'
  authors:
  - family-names: Chekouo
    given-names: Thierry
    email: tchekouo@umn.edu
    orcid: https://orcid.org/0000-0002-3594-9182
  - family-names: Stingo
    given-names: Francesco C.
  - family-names: Doecke
    given-names: James D.
  - family-names: Do
    given-names: Kim-Anh
  journal: Biometrics
  year: '2017'
  volume: '73'
  issue: '2'
  doi: 10.1111/biom.12587
  start: '615'
  end: '624'
repository: https://chekouo.r-universe.dev
commit: 94377eb6b938b445ffb9b7d9352f3ea1e8adc025
date-released: '2026-09-16'
contact:
- family-names: Chekouo
  given-names: Thierry
  email: tchekouo@umn.edu
  orcid: https://orcid.org/0000-0002-3594-9182
references:
- type: manual
  title: 'IntegMultiReg: Integrative Bayesian Multiple Regression for Multi-Platform
    Biomarkers'
  authors:
  - family-names: Zhang
    given-names: Sinian
  - family-names: Wang
    given-names: Jianfeng
  - family-names: Chekouo
    given-names: Thierry
  notes: R package version 0.1.3