Książka Long-Memory Processes Jan Beran

Long-Memory Processes

Probabilistic Properties and Statistical Methods

Autor: Jan Beran
Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-18 dni
824.42
Long-memory processes are known to play an important part in many areas of science and technology, i...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2013
strony
884
EAN
9783642355110
ISBN
3642355110
Enbook ID
01255996
Waga
1528
Wymiary
166 x 238 x 54

Pełny opis

Long-memory processes are known to play an important part in many areas of science and technology, including physics, geophysics, hydrology, telecommunications, economics, finance, climatology, and network engineering. In the last 20 years enormous progress has been made in understanding the probabilistic foundations and statistical principles of such processes. This book provides a timely and comprehensive review, including a thorough discussion of mathematical and probabilistic foundations and statistical methods, emphasizing their practical motivation and mathematical justification. Proofs of the main theorems are provided and data examples illustrate practical aspects. This book will be a valuable resource for researchers and graduate students in statistics, mathematics, econometrics and other quantitative areas, as well as for practitioners and applied researchers who need to analyze data in which long memory, power laws, self-similar scaling or fractal properties are relevant.

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