Change Point Detection in Time Series Using Higher-Order Statistics: A Heuristic Approach

Figure 1

A time series 𝑥(𝑡) with an intervention occurring at time point 𝑡=40, its skewness (b), kurtosis (c), and their product (d) are estimated for a window size 𝑊=14.