Package: TwoSampleTest.HD 1.2
Marta Cousido Rocha
TwoSampleTest.HD: A Two-Sample Test for the Equality of Distributions for High-Dimensional Data
For high-dimensional data whose main feature is a large number, p, of variables but a small sample size, the null hypothesis that the marginal distributions of p variables are the same for two groups is tested. We propose a test statistic motivated by the simple idea of comparing, for each of the p variables, the empirical characteristic functions computed from the two samples. If one rejects this global null hypothesis of no differences in distributions between the two groups, a set of permutation p-values is reported to identify which variables are not equally distributed in both groups.
Authors:
TwoSampleTest.HD_1.2.tar.gz
TwoSampleTest.HD_1.2.tar.gz(r-4.5-noble)TwoSampleTest.HD_1.2.tar.gz(r-4.4-noble)
TwoSampleTest.HD_1.2.tgz(r-4.4-emscripten)TwoSampleTest.HD_1.2.tgz(r-4.3-emscripten)
TwoSampleTest.HD.pdf |TwoSampleTest.HD.html✨
TwoSampleTest.HD/json (API)
# Install 'TwoSampleTest.HD' in R: |
install.packages('TwoSampleTest.HD', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:1c930350dc. Checks:OK: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Sep 02 2024 |
R-4.5-linux | OK | Sep 02 2024 |
Exports:TwoSampleTest.HD
Dependencies:
Readme and manuals
Help Manual
Help page | Topics |
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A two-sample test for the equality of distributions for high-dimensional data | TwoSampleTest.HD-package TwoSampleTest.HDpackage _PACKAGE |
A two-sample test for the equality of distributions for high-dimensional data | TwoSampleTest.HD |