Package: IMIX
Type: Package
Version: 1.1.5
Date: 2022-07-13
Title: Gaussian Mixture Model for Multi-Omics Data Integration
Authors@R: c(person("Ziqiao","Wang",role=c("aut","cre"),email="wzqjanet@gmail.com",comment = c(ORCID = "0000-0003-3383-8670")),person("Peng","Wei",role=c("ths"),email="pwei2@mdanderson.org",comment = c(ORCID = "0000-0001-7758-6116")))
Description: A multivariate Gaussian mixture model framework to
        integrate multiple types of genomic data and allow modeling of
        inter-data-type correlations for association analysis. 'IMIX'
        can be implemented to test whether a disease is associated with
        genes in multiple genomic data types, such as DNA methylation,
        copy number variation, gene expression, etc. It can also study
        the integration of multiple pathways. 'IMIX' uses the summary
        statistics of association test outputs and conduct integration
        analysis for two or three types of genomics data. 'IMIX'
        features statistically-principled model selection, global FDR
        control and computational efficiency. Details are described in
        Ziqiao Wang and Peng Wei (2020)
        <doi:10.1093/bioinformatics/btaa1001>.
License: GPL-2
Encoding: UTF-8
LazyData: true
Depends: R (>= 3.5)
Imports: crayon,mvtnorm,mixtools,mclust,ggplot2,stats,utils,MASS
URL: https://github.com/ziqiaow/IMIX
BugReports: https://github.com/ziqiaow/IMIX/issues
RoxygenNote: 7.1.1
NeedsCompilation: no
Author: Ziqiao Wang [aut, cre]
        (<https://orcid.org/0000-0003-3383-8670>), Peng Wei [ths]
        (<https://orcid.org/0000-0001-7758-6116>)
Maintainer: Ziqiao Wang <wzqjanet@gmail.com>
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev libssl-dev
Repository: https://ziqiaow.r-universe.dev
Date/Publication: 2026-04-06 18:29:56 UTC
RemoteUrl: https://github.com/ziqiaow/imix
RemoteRef: HEAD
RemoteSha: d8b57fdb66d74e28326551fb1edde1d0c9fb105c
Packaged: 2026-10-13 12:14:17 UTC; root