dHSIC-package: Independence Testing via Hilbert Schmidt Independence...
In dHSIC: Independence Testing via Hilbert Schmidt Independence Criterion
dHSIC-package R Documentation
Independence Testing via Hilbert Schmidt Independence Criterion
Description
Contains an implementation of the
d-variable Hilbert Schmidt independence criterion
and several hypothesis tests based on it, as described
in Pfister et al. (2018) <doi:10.1111/rssb.12235>.
Details
The DESCRIPTION file:
This package was not yet installed at build time.
Index: This package was not yet installed at build time.
Author(s)
Niklas Pfister [aut, cre],
Jonas Peters [aut]
Maintainer: Niklas Pfister <niklas.pfister@gmail.com>
References
Gretton, A., K. Fukumizu, C. H. Teo, L. Song, B. Schölkopf and A. J. Smola (2007). A kernel statistical test of independence. In
Advances in Neural Information Processing Systems (pp. 585-592).
Pfister, N., P. Bühlmann, B. Schölkopf and J. Peters (2018).
Kernel-based Tests for Joint Independence. To appear in the
Journal of the Royal Statistical Society, Series B.
dHSIC documentation built on May 3, 2026, 1:07 a.m.
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| dHSIC-package | R Documentation |
Independence Testing via Hilbert Schmidt Independence Criterion
Description
Contains an implementation of the d-variable Hilbert Schmidt independence criterion and several hypothesis tests based on it, as described in Pfister et al. (2018) <doi:10.1111/rssb.12235>.
Details
The DESCRIPTION file:
This package was not yet installed at build time.
Index: This package was not yet installed at build time.
Author(s)
Niklas Pfister [aut, cre], Jonas Peters [aut]
Maintainer: Niklas Pfister <niklas.pfister@gmail.com>
References
Gretton, A., K. Fukumizu, C. H. Teo, L. Song, B. Schölkopf and A. J. Smola (2007). A kernel statistical test of independence. In Advances in Neural Information Processing Systems (pp. 585-592).
Pfister, N., P. Bühlmann, B. Schölkopf and J. Peters (2018). Kernel-based Tests for Joint Independence. To appear in the Journal of the Royal Statistical Society, Series B.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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