Инд. авторы: Ryabko D., Ryabko B.Y.
Заглавие: On Hypotheses Testing for Ergodic Processes
Библ. ссылка: Ryabko D., Ryabko B.Y. On Hypotheses Testing for Ergodic Processes // 2008 IEEE Information Theory Workshop: IEEE Information Theory Workshop (MAY 05-08, 2008). - 2008. - Porto. - P.281-283. - ISBN: 978-1-4244-2269-2.
Внешние системы: РИНЦ: 15054075; DOI: 10.1109/ITW.2008.4578669; SCOPUS: 2-s2.0-51849121126;
Реферат: eng: We address three problems of statistical analysis of time series: goodness-of-fit (or identity) testing, process discrimination, and the change point problem. For each of the problems we construct a test that is asymptotically accurate for the case when the data is generated by stationary ergodic processes. All problems are solved in a similar way by using empirical estimates of the distributional distance between the processes. ©2008 IEEE.
Ключевые слова: Cybernetics; Information theory; Change point problems; Ergodic processes; Goodness of fits; Hypotheses testing; Statistical analysis; Time-series; Time series analysis;
Издано: Porto: , 2008
Физ. характеристика: с.281-283
Конференция: Название: 2008 IEEE Information Theory Workshop
Город: Porto
Страна: Portugal
Даты проведения: 2008-05-05 - 2008-05-08