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Covariance Measure Tests for Conditional Independence

CRAN Package

Covariance measure tests for conditional independence testing against conditional covariance and nonlinear conditional mean alternatives. Contains versions of the generalised covariance measure test (Shah and Peters, 2020, doi:10.1214/19-aos1857) and projected covariance measure test (Lundborg et al., 2023, doi:10.48550/arXiv.2211.02039). Applications can be found in Kook and Lundborg (2024, doi:10.1093/bib/bbae475).

  • Version0.1-0
  • R versionunknown
  • LicenseGPL-3
  • Needs compilation?No
  • Last release12/06/2024

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