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: 2026-02-09 13:34:11 UTC; nordklau
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: CRAN
Date/Publication: 2026-02-11 20:20:08 UTC
Built: R 4.6.0; aarch64-apple-darwin23; 2026-04-26 02:08:17 UTC; unix
Archs: TICM.so.dSYM
