EDMeasure: Energy-Based Dependence Measures

Implementations of (1) mutual dependence measures and mutual independence tests in Jin, Z., and Matteson, D. S. (2017) <doi:10.48550/arXiv.1709.02532>; (2) independent component analysis methods based on mutual dependence measures in Jin, Z., and Matteson, D. S. (2017) <doi:10.48550/arXiv.1709.02532> and Pfister, N., et al. (2018) <doi:10.1111/rssb.12235>; (3) conditional mean dependence measures and conditional mean independence tests in Shao, X., and Zhang, J. (2014) <doi:10.1080/01621459.2014.887012>, Park, T., et al. (2015) <doi:10.1214/15-EJS1047>, and Lee, C. E., and Shao, X. (2017) <doi:10.1080/01621459.2016.1240083>.

Version: 1.2.0
Depends: R (≥ 3.4.0)
Imports: energy (≥ 1.7-0), dHSIC (≥ 2.0), rBayesianOptimization (≥ 1.1.0)
Suggests: testthat (≥ 2.0.0)
Published: 2018-02-25
DOI: 10.32614/CRAN.package.EDMeasure
Author: Ze Jin [aut, cre], Shun Yao [aut], David S. Matteson [aut], Xiaofeng Shao [aut]
Maintainer: Ze Jin <zj58 at cornell.edu>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
Citation: EDMeasure citation info
Materials: README NEWS
CRAN checks: EDMeasure results


Reference manual: EDMeasure.pdf


Package source: EDMeasure_1.2.0.tar.gz
Windows binaries: r-devel: EDMeasure_1.2.0.zip, r-release: EDMeasure_1.2.0.zip, r-oldrel: EDMeasure_1.2.0.zip
macOS binaries: r-release (arm64): EDMeasure_1.2.0.tgz, r-oldrel (arm64): EDMeasure_1.2.0.tgz, r-release (x86_64): EDMeasure_1.2.0.tgz, r-oldrel (x86_64): EDMeasure_1.2.0.tgz
Old sources: EDMeasure archive


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