truh: Two-Sample Nonparametric Testing Under Heterogeneity
Implements the TRUH test statistic for two sample testing under heterogeneity. TRUH incorporates the underlying heterogeneity and imbalance in the samples, and provides a conservative test for the composite null hypothesis that the two samples arise from the
same mixture distribution but may differ with respect to the mixing weights. See Trambak Banerjee, Bhaswar B. Bhattacharya, Gourab Mukherjee Ann. Appl. Stat. 14(4): 1777-1805 (December 2020). <doi:10.1214/20-AOAS1362> for more details.
| Version: |
1.0.0 |
| Imports: |
Rfast, cluster, doParallel, foreach, iterators, fpc, parallel |
| Suggests: |
rmarkdown, knitr |
| Published: |
2021-09-08 |
| DOI: |
10.32614/CRAN.package.truh |
| Author: |
Nathan Smith [aut, cre],
Trambak Banerjee [aut],
Bhaswar Bhattacharya [aut],
Gourab Mukherjee [aut] |
| Maintainer: |
Nathan Smith <nathan_smith_99 at ku.edu> |
| License: |
GPL (≥ 3) |
| URL: |
https://github.com/natesmith07/truh |
| NeedsCompilation: |
no |
| Materials: |
README NEWS |
| CRAN checks: |
truh results |
Documentation:
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