Package: energy 1.7-12
energy: E-Statistics: Multivariate Inference via the Energy of Data
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, k-groups and hierarchical 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.
Authors:
energy_1.7-12.tar.gz
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energy_1.7-12.tar.gz(r-4.5-noble)energy_1.7-12.tar.gz(r-4.4-noble)
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energy.pdf |energy.html✨
energy/json (API)
NEWS
# Install 'energy' in R: |
install.packages('energy', repos = c('https://mariarizzo.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mariarizzo/energy/issues
- EVnormal - Eigenvalues for the energy Test of Univariate Normality
distance-correlationenergymultivariate-analysisstatistics
Last updated 2 months agofrom:ffc3d056b2. Checks:OK: 9. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 26 2024 |
R-4.5-win-x86_64 | OK | Oct 26 2024 |
R-4.5-linux-x86_64 | OK | Oct 26 2024 |
R-4.4-win-x86_64 | OK | Oct 26 2024 |
R-4.4-mac-x86_64 | OK | Oct 26 2024 |
R-4.4-mac-aarch64 | OK | Oct 26 2024 |
R-4.3-win-x86_64 | OK | Oct 26 2024 |
R-4.3-mac-x86_64 | OK | Oct 26 2024 |
R-4.3-mac-aarch64 | OK | Oct 26 2024 |
Exports:bcdcorcalc_distD_centerDcenterdcorDCORdcor.testdcor2ddcorTdcorT.testdcovdcov.testdcov2ddcovUdcovU_statsdiscodisco.betweenedistenergy.hclusteqdist.eeqdist.etestindep.testis.dmatrixkgroupsksample.emutualIndep.testmvImvI.testmvnorm.emvnorm.etestmvnorm.testnormal.enormal.testpdcorpdcor.testpdcovpdcov.testpoisson.epoisson.etestpoisson.mpoisson.mtestpoisson.testssortrankU_centerU_productUcenter