{ "info": { "author": "Carlos Ramos Carre\u00f1o", "author_email": "vnmabus@gmail.com", "bugtrack_url": null, "classifiers": [ "Development Status :: 4 - Beta", "Intended Audience :: Developers", "Intended Audience :: Science/Research", "License :: OSI Approved :: MIT License", "Natural Language :: English", "Operating System :: OS Independent", "Programming Language :: Python :: 2", "Programming Language :: Python :: 2.7", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.5", "Programming Language :: Python :: 3.6", "Topic :: Scientific/Engineering :: Mathematics", "Topic :: Software Development :: Libraries :: Python Modules" ], "description": "E-statistics are functions of distances between statistical observations\nin metric spaces.\n\nDistance covariance and distance correlation are\ndependency measures between random vectors introduced in [SRB07]_ with\na simple E-statistic estimator.\n\nThis package offers functions for calculating several E-statistics\nsuch as:\n\n- Estimator of the energy distance [SR13]_.\n- Biased and unbiased estimators of distance covariance and\n distance correlation [SRB07]_.\n- Estimators of the partial distance covariance and partial\n distance covariance [SR14]_.\n\nIt also provides tests based on these E-statistics:\n\n- Test of homogeneity based on the energy distance.\n- Test of independence based on distance covariance.\n\nReferences\n----------\n.. [SR13] G\u00e1bor J. Sz\u00e9kely and Maria L. Rizzo. Energy statistics: a class of\n statistics based on distances. Journal of Statistical Planning and\n Inference, 143(8):1249 \u2013 1272, 2013.\n URL:\n http://www.sciencedirect.com/science/article/pii/S0378375813000633,\n doi:10.1016/j.jspi.2013.03.018.\n.. [SR14] G\u00e1bor J. Sz\u00e9kely and Maria L. Rizzo. Partial distance correlation\n with methods for dissimilarities. The Annals of Statistics,\n 42(6):2382\u20132412, 12 2014.\n doi:10.1214/14-AOS1255.\n.. [SRB07] G\u00e1bor J. Sz\u00e9kely, Maria L. Rizzo, and Nail K. Bakirov. Measuring and\n testing dependence by correlation of distances. 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