Model of General Split-BREAK Process
DOI:
https://doi.org/10.57805/revstat.v13i2.169Keywords:
GSB process, STOPBREAK process, noise indicator, Split-MA process, stationarity, invertibility, parameters estimationAbstract
This paper presents a modification (and partly a generalization) of STOPBREAK process, which is the stochastic model of time series with permanent, emphatic fluctuations. The threshold regime of the process is obtained by using, so called, Noise indicator. We proceed to investigate the model which we named the General Split-BREAK (GSB) process. After brief recalling of its basic stochastic properties, we give some procedures of its parameters estimation. A Monte Carlo study of this process is also give, along with the application in the analysis of stock prices dynamics of several Serbian companies which were traded on Belgrade Stock Exchange.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2015 REVSTAT-Statistical Journal
This work is licensed under a Creative Commons Attribution 4.0 International License.