Model based Level Shift Detection in Autocorrelated Data Streams using a moving window

Jacob Søgaard Larsen, Anders Stockmarr, Bjarne Kjær Ersbøll +1

Standard Control Chart techniques to detect level shift in data streams assume independence between observations. As data today is collected with high frequency, this assumption is…