Package: copulaboost
Type: Package
Title: Fitting Additive Copula Regression Models for Binary Outcome
        Regression
Version: 0.1.0
Authors@R: 
  c(person(given = "Simon Boge",
           family = "Brant",
           role = c("aut", "cre"),
           email = "simbrant91@gmail.com",
           comment = c(ORCID = "0000-0001-8049-7069")),
    person(given = "Ingrid",
           family = "Hobæk Haff",
           role = "aut"))
Maintainer: Simon Boge Brant <simbrant91@gmail.com>
Description: Additive copula regression for regression
    problems with binary outcome via gradient boosting 
    [Brant, Hobæk Haff (2022); <arXiv:2208.04669>]. The fitting process
    includes a specialised model selection algorithm for each component, where
    each component is found (by greedy optimisation) among all the D-vines with
    only Gaussian pair-copulas of a fixed dimension, as specified by the user.
    When the variables and structure have been selected, the algorithm then
    re-fits the component where the pair-copula distributions can be different
    from Gaussian, if specified.
License: MIT + file LICENCE
Imports: rvinecopulib (>= 0.5.4.1.0)
Encoding: UTF-8
RoxygenNote: 7.2.0
NeedsCompilation: no
Packaged: 2022-08-22 08:32:54 UTC; simbr
Author: Simon Boge Brant [aut, cre] (<https://orcid.org/0000-0001-8049-7069>),
  Ingrid Hobæk Haff [aut]
Repository: CRAN
Date/Publication: 2022-08-23 08:30:11 UTC
Built: R 4.6.0; ; 2026-04-28 01:24:44 UTC; unix
