The Rearrangement Correlation Coefficient is an adjusted version of Pearson's correlation coefficient that accurately measures monotonic dependence relationships, including both linear and nonlinear associations. This method addresses the underestimation problem of classical correlation coefficients in nonlinear monotonic scenarios through improved statistical bounds derived from rearrangement inequalities. For more details, see Ai (2024) <doi:10.52202/079017-1180>.
| Version: | 1.0.3 |
| Depends: | R (≥ 3.5.0) |
| Imports: | Rcpp (≥ 1.0.7) |
| LinkingTo: | Rcpp |
| Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0) |
| Published: | 2025-12-15 |
| DOI: | 10.32614/CRAN.package.recor (may not be active yet) |
| Author: | Xinbo Ai [aut, cre] |
| Maintainer: | Xinbo Ai <axb at bupt.edu.cn> |
| BugReports: | https://github.com/byaxb/recor/issues |
| License: | GPL-3 |
| URL: | https://github.com/byaxb/recor |
| NeedsCompilation: | yes |
| CRAN checks: | recor results |
| Reference manual: | recor.html , recor.pdf |
| Vignettes: |
recor: Rearrangement Correlation Coefficient (source) |
| Package source: | recor_1.0.3.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): recor_1.0.3.tgz, r-oldrel (arm64): recor_1.0.3.tgz, r-release (x86_64): recor_1.0.3.tgz, r-oldrel (x86_64): recor_1.0.3.tgz |
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