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CRAN: Package SKFCPD

SKFCPD: Fast Online Changepoint Detection for Temporally Correlated Data

Sequential Kalman filter for scalable online changepoint detection by temporally correlated data. It enables fast single and multiple change points with missing values. See the reference: Hanmo Li, Yuedong Wang, Mengyang Gu (2023), <doi:10.48550/arXiv.2310.18611>.

Version: 0.2.4 Depends: R (≥ 3.5.0), methods (≥ 4.2.2), rlang (≥ 1.0.6), ggplot2 (≥ 3.4.0), ggpubr (≥ 0.5.0), reshape2 (≥ 1.4.4), FastGaSP (≥ 0.5.2) Imports: Rcpp (≥ 1.0.9) LinkingTo: Rcpp, RcppEigen Published: 2024-02-17 DOI: 10.32614/CRAN.package.SKFCPD Author: Hanmo Li [aut, cre], Yuedong Wang [aut], Mengyang Gu [aut] Maintainer: Hanmo Li <hanmo at pstat.ucsb.edu> License: GPL (≥ 3) NeedsCompilation: yes CRAN checks: SKFCPD results Documentation: Downloads: Linking:

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