Package: QUBIC
Type: Package
Title: An R package for qualitative biclustering in support of gene
        co-expression analyses
Description: The core function of this R package is to provide the
    implementation of the well-cited and well-reviewed QUBIC algorithm, aiming to
    deliver an effective and efficient biclustering capability. This package also
    includes the following related functions: (i) a qualitative representation
    of the input gene expression data, through a well-designed discretization way
    considering the underlying data property, which can be directly used in other
    biclustering programs; (ii) visualization of identified biclusters using heatmap
    in support of overall expression pattern analysis; (iii) bicluster-based
    co-expression network elucidation and visualization, where different correlation
    coefficient scores between a pair of genes are provided; and (iv) a generalize
    output format of biclusters and corresponding network can be freely downloaded
    so that a user can easily do following comprehensive functional enrichment
    analysis (e.g. DAVID) and advanced network visualization (e.g. Cytoscape).
Authors@R: c(person("Yu", "Zhang", role = c("aut", "cre"), email = "zy26@jlu.edu.cn"),
             person("Qin", "Ma", role = "aut", email = "qin.ma@sdstate.edu"))
VignetteBuilder: knitr
biocViews: StatisticalMethod, Microarray, DifferentialExpression,
        MultipleComparison, Clustering, Visualization, GeneExpression,
        Network
Version: 1.34.0
License: CC BY-NC-ND 4.0 + file LICENSE
Depends: R (>= 3.1), biclust
Imports: Rcpp (>= 0.11.0), methods, Matrix
LinkingTo: Rcpp, RcppArmadillo
Suggests: QUBICdata, qgraph, fields, knitr, rmarkdown
SystemRequirements: C++11, Rtools (>= 3.1)
Enhances: RColorBrewer
URL: http://github.com/zy26/QUBIC
BugReports: http://github.com/zy26/QUBIC/issues
git_url: https://git.bioconductor.org/packages/QUBIC
git_branch: RELEASE_3_20
git_last_commit: 4c4d83e
git_last_commit_date: 2024-10-29
Repository: Bioconductor 3.20
Date/Publication: 2024-10-29
NeedsCompilation: yes
Packaged: 2024-10-30 05:01:08 UTC; biocbuild
Author: Yu Zhang [aut, cre],
  Qin Ma [aut]
Maintainer: Yu Zhang <zy26@jlu.edu.cn>
Built: R 4.4.1; x86_64-w64-mingw32; 2024-10-30 16:32:24 UTC; windows
Archs: x64
