Research index
Model fitting.
(5225492), (330135)
Figshare28 May 2025Open access
Free to read at the publisher
You can read the abstract here, or the full text at the publisher.
Abstract
The model is fitted to the data by iteratively adding data points and optimizing the parameters using hill-climbing at each iteration. In each iteration a candidate change point (CP) is added. If there is an improvement in the likelihood resulting from the added exceeds some threshold value then the change point becomes part of the accepted model.