A fast implementation of the weighted information similarity aggregation (WISE) test for detecting serial dependence, particularly suited for high-dimensional and non-Euclidean time series. Includes functions for constructing similarity matrices and conducting hypothesis testing. Users can use different similarity measures and define their own weighting schemes. For more details see Q Zhu, M Liu, Y Han, D Zhou (2025) <doi:10.48550/arXiv.2509.05678>.
| Version: | 0.1.2 |
| Imports: | FNN, stats |
| Suggests: | MASS |
| Published: | 2025-10-15 |
| DOI: | 10.32614/CRAN.package.SimIndep |
| Author: | Qihua Zhu [aut, cre], Mingshuo Liu [aut], Yuefeng Han [aut], Doudou Zhou [aut] |
| Maintainer: | Qihua Zhu <zhuqihua at u.nus.edu> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| CRAN checks: | SimIndep results |
| Reference manual: | SimIndep.html , SimIndep.pdf |
| Package source: | SimIndep_0.1.2.tar.gz |
| Windows binaries: | r-devel: SimIndep_0.1.2.zip, r-release: SimIndep_0.1.2.zip, r-oldrel: SimIndep_0.1.2.zip |
| macOS binaries: | r-release (arm64): SimIndep_0.1.2.tgz, r-oldrel (arm64): SimIndep_0.1.2.tgz, r-release (x86_64): SimIndep_0.1.2.tgz, r-oldrel (x86_64): SimIndep_0.1.2.tgz |
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