Change point detection

In offline change point detection it is assumed that a sequence of length ${\displaystyle T}$ is available and the goal is to identify whether any change point(s) occurred in the series. This is an example of post hoc analysis and is often approached using hypothesis testing methods. By contrast, online change point detection is concerned with detecting change points in an incoming data stream.