Methods for testing the equality between groups of estimated density functions. The package implements FDET (Fourier-based Density Equality Testing) and MDET (Moment-based Density Equality Testing), two new approaches introduced by the author. Both methods extend an earlier testing approach by Delicado (2007), "Functional k-sample problem when data are density functions" <doi:10.1007/s00180-007-0047-y>, which is referred to as DET (Density Equality Testing) in this package for clarity. FDET compares groups of densities based on their global shape using Fourier transforms, while MDET tests for differences in distributional moments. All methods are described in Anarat, Krutmann and Schwender (2025), "Testing for Differences in Extrinsic Skin Aging Based on Density Functions" (Submitted).
| Version: | 1.0.0 |
| Suggests: | knitr, rmarkdown |
| Published: | 2025-05-16 |
| DOI: | 10.32614/CRAN.package.denstest |
| Author: | Akin Anarat [aut, cre] |
| Maintainer: | Akin Anarat <akin.anarat at hhu.de> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | denstest results |
| Reference manual: | denstest.html , denstest.pdf |
| Vignettes: |
Introduction to denstest (source, R code) |
| Package source: | denstest_1.0.0.tar.gz |
| Windows binaries: | r-devel: denstest_1.0.0.zip, r-release: denstest_1.0.0.zip, r-oldrel: denstest_1.0.0.zip |
| macOS binaries: | r-release (arm64): denstest_1.0.0.tgz, r-oldrel (arm64): denstest_1.0.0.tgz, r-release (x86_64): denstest_1.0.0.tgz, r-oldrel (x86_64): denstest_1.0.0.tgz |
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