CRAN/E | anomaly

anomaly

Detecting Anomalies in Data

Installation

About

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) . These methods are for the detection of anomalies in time series data.

Key Metrics

Version 4.3.2
R ≥ 3.5.0
Published 2023-11-23 126 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks anomaly results

Downloads

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Maintainer

Maintainer

Daniel Grose

dan.grose@lancaster.ac.uk

Authors

Alex Fisch

aut

Daniel Grose

aut / cre

Lawrence Bardwell

aut / ctb

Idris Eckley

aut / ths

Paul Fearnhead

aut / ths

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

anomaly archive

Depends

R ≥ 3.5.0

Imports

dplyr
tidyr
methods
ggplot2
Rcpp ≥0.12.18
xts
zoo
Rdpack
cowplot

Suggests

robustbase

LinkingTo

Rcpp
BH