Partially Observed Discrete-valued Time Series

The analysis of time series of counts is a rapidly developing area. It has very broad application in view of the host of integer-valued time series which cannot be satisfactorily handled within the classical framework of Gaussian- like series. In this paper we derive recursive filters for partially...

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Збережено в:
Бібліографічні деталі
Дата:2007
Автори: Lakhdar Aggoun, Lakdere Benkherouf, Ali Benmerzouga
Формат: Стаття
Мова:English
Опубліковано: Інститут проблем моделювання в енергетиці ім. Г.Є. Пухова НАН України 2007
Назва видання:Электронное моделирование
Теми:
Онлайн доступ:http://dspace.nbuv.gov.ua/handle/123456789/101814
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Назва журналу:Digital Library of Periodicals of National Academy of Sciences of Ukraine
Цитувати:Partially Observed Discrete-valued Time Series / Lakhlar Aggoun, Lakdare Benkherouf, Ali Benmerzouga // Электронное моделирование. — 2007. — Т. 29, № 5. — С. 33-43. — Бібліогр.: 10 назв. — рос.

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Digital Library of Periodicals of National Academy of Sciences of Ukraine
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Резюме:The analysis of time series of counts is a rapidly developing area. It has very broad application in view of the host of integer-valued time series which cannot be satisfactorily handled within the classical framework of Gaussian- like series. In this paper we derive recursive filters for partially observed discrete-valued time series. These processes are regulated by thinning binomial and multinomial operators (to be defined below).