Detecting Anomalies in Data


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Documentation for package ‘anomaly’ version 4.3.2

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anomaly-package Detecting Anomalies in Data
anomaly Detecting Anomalies in Data
bard Detection of multivariate anomalous segments using BARD.
capa A technique for detecting anomalous segments and points based on CAPA.
collective_anomalies Collective anomaly location, lags, and mean/variance changes.
collective_anomalies-method Collective anomaly location, lags, and mean/variance changes.
machinetemp Machine temperature data.
pass Detection of multivariate anomalous segments using PASS.
plot,bard.sampler.class Visualisation of data, collective and point anomalies.
plot,capa.class Visualisation of data, collective and point anomalies.
plot,pass.class Visualisation of data, collective and point anomalies.
plot-method Visualisation of data, collective and point anomalies.
point_anomalies Point anomaly location and strength.
point_anomalies-method Point anomaly location and strength.
sampler Post processing of BARD results.
show Displays S4 objects produced by capa methods.
show-method Displays S4 objects produced by capa methods.
sim.data Simulated data.
summary Summary of collective and point anomalies.
summary-method Summary of collective and point anomalies.