Package: CovRegRF
Type: Package
Title: Covariance Regression with Random Forests
Version: 1.0.3
Authors@R: 
    c(person(given = "Cansu", family = "Alakus", role = c("aut", "cre"), email = "cansu.alakus@hec.ca"),
      person(given = "Denis", family = "Larocque", role = c("aut"), email = "denis.larocque@hec.ca"),
      person(given = "Aurelie", family = "Labbe", role = c("aut"), email = "aurelie.labbe@hec.ca"),
      person(given = "Hemant", family = "Ishwaran", role = c("ctb"), comment = "Author of included 'randomForestSRC' codes"),
      person(given = "Udaya B.", family = "Kogalur", role = c("ctb"), comment = "Author of included 'randomForestSRC' codes"))
Description: Covariance Regression with Random Forests ('CovRegRF') is a
    random forest method for estimating the covariance matrix of a
    multivariate response given a set of covariates. Random forest trees
    are built with a new splitting rule which is designed to maximize the
    distance between the sample covariance matrix estimates of the child
    nodes. The method is described in Alakus et al. (2022)
    <arXiv:2209.08173>. 'CovRegRF' uses 'randomForestSRC' package
    (Ishwaran and Kogalur, 2022)
    <https://cran.r-project.org/package=randomForestSRC> by freezing at the
    version 3.1.0. The custom splitting rule feature is utilised to apply the
    proposed splitting rule.
Depends: R (>= 3.6.0)
License: GPL (>= 3)
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.0
Imports: data.table, data.tree, DiagrammeR
Suggests: knitr, rmarkdown, testthat (>= 3.0.0)
Config/testthat/edition: 3
VignetteBuilder: knitr
NeedsCompilation: yes
Packaged: 2023-03-07 04:27:50 UTC; cansualakus
Author: Cansu Alakus [aut, cre],
  Denis Larocque [aut],
  Aurelie Labbe [aut],
  Hemant Ishwaran [ctb] (Author of included 'randomForestSRC' codes),
  Udaya B. Kogalur [ctb] (Author of included 'randomForestSRC' codes)
Maintainer: Cansu Alakus <cansu.alakus@hec.ca>
Repository: CRAN
Date/Publication: 2023-03-07 04:50:02 UTC
Built: R 4.1.2; x86_64-apple-darwin17.0; 2023-03-07 12:19:40 UTC; unix
Archs: CovRegRF.so.dSYM
