Package: TICM
Type: Package
Title: Testing the Validity of the Independent Component Model
        Assumption
Version: 1.0-0
Date: 2026-02-09
Authors@R: 
    c(person(given = "Klaus",
             family = "Nordhausen",
             role = c("aut", "cre"),
             email = "klausnordhausenR@gmail.com",
             comment = c(ORCID = "0000-0002-3758-8501")),
      person(given = "Marc",
             family = "Hallin",
             role = "aut",
             comment = c(ORCID = "0000-0002-6599-7409")),
      person(given = "Simos",
             family = "Meintanis",
             role = "aut",
             comment = c(ORCID = "0000-0003-4777-0486")))
Maintainer: Klaus Nordhausen <klausnordhausenR@gmail.com>
Imports: Rcpp (>= 0.11.0), stats, parallel
Depends: fICA, JADE, graphics
LinkingTo: Rcpp, RcppArmadillo
Description: Description: Provides affine-invariant, distribution-free
        tests of multivariate independence, applied either directly to
        observed data or to estimated independent components. In the
        latter case, the procedures can be used to assess the validity
        of independent component models. The tests are based on L2-type
        distances between characteristic functions, with inference
        carried out using permutation or bootstrap resampling schemes.
        The methods are described in Hallin et al. (2024)
        <doi:10.48550/arXiv.2404.07632>.
License: GPL (>= 3)
NeedsCompilation: yes
Packaged: 2026-07-11 06:17:37 UTC; root
Author: Klaus Nordhausen [aut, cre] (ORCID:
        <https://orcid.org/0000-0002-3758-8501>), Marc Hallin [aut]
        (ORCID: <https://orcid.org/0000-0002-6599-7409>), Simos
        Meintanis [aut] (ORCID:
        <https://orcid.org/0000-0003-4777-0486>)
Repository: https://cran.r-universe.dev
Date/Publication: 2026-02-11 20:20:08 UTC
RemoteUrl: https://github.com/cran/TICM
RemoteRef: HEAD
RemoteSha: 025e6831075b58323681ed4dc9cb3be57c5943ea