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anomaly

Detecting Anomalies in Data

v4.3.3 · Aug 19, 2024 · GPL

Description

Implements Collective And Point Anomaly (CAPA) Fisch, Eckley, and Fearnhead (2022) <doi:10.1002/sam.11586>, Multi-Variate Collective And Point Anomaly (MVCAPA) Fisch, Eckley, and Fearnhead (2021) <doi:10.1080/10618600.2021.1987257>, Proportion Adaptive Segment Selection (PASS) Jeng, Cai, and Li (2012) <doi:10.1093/biomet/ass059>, and Bayesian Abnormal Region Detector (BARD) Bardwell and Fearnhead (2015) <doi:10.1214/16-BA998>. These methods are for the detection of anomalies in time series data. Further information regarding the use of this package along with detailed examples can be found in Fisch, Grose, Eckley, Fearnhead, and Bardwell (2024) <doi:10.18637/jss.v110.i01>.

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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
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r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
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r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
ERROR r-devel-windows-x86_64

whether package can be installed

Installation failed.
See 'd:/Rcompile/CRANpkg/local/4.6/anomaly.Rcheck/00install.out' for details.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies dplyr tidyr ggplot2 Rcpp (>= 0.12.18) xts zoo Rdpack cowplot anomaly

Version History

16 tracked
new 4.3.3 Mar 10, 2026
updated 4.3.3 ← 4.3.2 diff Aug 18, 2024
updated 4.3.2 ← 4.3.1 diff Nov 22, 2023
updated 4.3.1 ← 4.3.0 diff Oct 29, 2023
updated 4.3.0 ← 4.0.2 diff Aug 9, 2023
updated 4.0.2 ← 4.0.1 diff Oct 19, 2021
updated 4.0.1 ← 4.0.0 diff Jan 20, 2021
updated 4.0.0 ← 3.0.2 diff Sep 28, 2020
updated 3.0.2 ← 3.0.1 diff Aug 6, 2020
updated 3.0.1 ← 3.0.0 diff Apr 5, 2020
updated 3.0.0 ← 2.0.4 diff Mar 15, 2020
updated 2.0.4 ← 2.0.2 diff Feb 27, 2020
updated 2.0.2 ← 2.0.1 diff Sep 18, 2019
updated 2.0.1 ← 1.1.0 diff Sep 10, 2019
updated 1.1.0 ← 1.0.0 diff Sep 20, 2018