# Detecting Anomalies in Data

## Documentation for package ‘anomaly’ version 4.3.3

- DESCRIPTION file.
- Package NEWS.

## Help Pages

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.