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: | DOI: 10.1109/ITW.2008.4578669; РИНЦ: 15054075; 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: | Time-series; Statistical analysis; Hypotheses testing; Goodness of fits; Time series analysis; Change point problems; Information theory; Cybernetics; Ergodic processes; |
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 |