Multiple Change Point Analysis: Fast Implementation and Strong Consistency
Multiple Change Point Analysis: Fast Implementation and Strong Consistency
One of the main challenges in identifying structural changes in stochastic processes is to carry out analysis for time series with dependency structure in a computationally tractable way. Another challenge is that the number of true change points is usually unknown, requiring a suitable model selection criterion to arrive at …