E-statistics (energy) tests and statistics for multivariate and univariate inference, including distance correlation, one-sample, two-sample, and multi-sample tests for comparing multivariate distributions, are implemented. Measuring and testing multivariate independence based on distance correlation, partial distance correlation, multivariate goodness-of-fit tests, clustering based on energy distance, testing for multivariate normality, distance components (disco) for non-parametric analysis of structured data, and other energy statistics/methods are implemented.

Author | Maria L. Rizzo and Gabor J. Szekely |

Date of publication | 2016-08-26 07:34:19 |

Maintainer | Maria Rizzo <mrizzo@bgsu.edu> |

License | GPL (>= 2) |

Version | 1.7-0 |

**centering:** Double centering and U-centering

**dcor.ttest:** Distance Correlation t-Test

**dcov:** Distance Correlation and Covariance Statistics

**dcov.test:** Distance Covariance Test

**dcovu:** Unbiased dcov and bias-corrected dcor statistics

**disco:** distance components (DISCO)

**edist:** E-distance

**energy-deprecated:** Energy Statistic Test of Independence

**energy.hclust:** Hierarchical Clustering by Minimum (Energy) E-distance

**energy-package:** E-statistics: Multivariate Inference via the Energy of Data

**eqdist.etest:** Multisample E-statistic (Energy) Test of Equal Distributions

**indep.test:** Energy-tests of Independence

**mvI.test:** Energy Statistic Test of Independence

**mvnorm-etest:** E-statistic (Energy) Test of Multivariate Normality

**pdcor:** Partial distance correlation and covariance

**poisson.mtest:** Mean Distance Test for Poisson Distribution

**U_product:** Inner product in the Hilbert space of U-centered distance...

bcdcor | Man page |

Dcenter | Man page |

D_center | Man page |

dcor | Man page |

DCOR | Man page |

dcor.t | Man page |

dcor.ttest | Man page |

dcov | Man page |

dcov.test | Man page |

dcovU | Man page |

dcovU_stats | Man page |

disco | Man page |

disco.between | Man page |

distance covariance | Man page |

edist | Man page |

energy | Man page |

energy.hclust | Man page |

energy-package | Man page |

eqdist.e | Man page |

eqdist.etest | Man page |

indep.e | Man page |

indep.etest | Man page |

indep.test | Man page |

ksample.e | Man page |

mvI | Man page |

mvI.test | Man page |

mvnorm.e | Man page |

mvnorm.etest | Man page |

normal.e | Man page |

pdcor | Man page |

pdcor.test | Man page |

pdcov | Man page |

pdcov.test | Man page |

poisson.m | Man page |

poisson.mtest | Man page |

print.disco | Man page |

Ucenter | Man page |

U_center | Man page |

U_product | Man page |

energy

energy/src

energy/src/Ecluster.cc

energy/src/U-product.cpp

energy/src/dcovU.cpp

energy/src/ECl.cc

energy/src/utilities.c

energy/src/partial-dcor.cpp

energy/src/ECl.h

energy/src/mvnorm.cpp

energy/src/projection.cpp

energy/src/RcppExports.cpp

energy/src/centering.cpp

energy/src/dcov.c

energy/src/energy.c

energy/src/Eindep.c

energy/NAMESPACE

energy/NEWS

energy/R

energy/R/centering.R
energy/R/Epoisson.R
energy/R/Eeqdist.R
energy/R/Emvnorm.R
energy/R/dcovu.R
energy/R/dcorT.R
energy/R/RcppExports.R
energy/R/dcov.R
energy/R/edist.R
energy/R/Ecluster.R
energy/R/pdcov-test.R
energy/R/disco.R
energy/R/pdcor.R
energy/R/Eindep.R
energy/MD5

energy/DESCRIPTION

energy/man

energy/man/dcov.Rd
energy/man/dcovu.Rd
energy/man/eqdist.etest.Rd
energy/man/pdcor.Rd
energy/man/U_product.Rd
energy/man/edist.Rd
energy/man/dcor.ttest.Rd
energy/man/mvI.test.Rd
energy/man/dcov.test.Rd
energy/man/poisson.mtest.Rd
energy/man/energy-deprecated.Rd
energy/man/mvnorm-etest.Rd
energy/man/indep.test.Rd
energy/man/energy-package.Rd
energy/man/centering.Rd
energy/man/energy.hclust.Rd
energy/man/disco.Rd
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