SimIndep: WISE: a Weighted Similarity Aggregation Test for Serial Independence

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

Documentation:

Reference manual:

SimIndep.html , SimIndep.pdf

Downloads:

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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