Książka Stochastic Processes Malempati M. Rao

Stochastic Processes

Inference Theory

Język: Angielski
Oprawa: Miękka
Wydawca: Springer, Berlin
Dostępność: Na zamówienie
Wysyłamy za 17-27 dni
936.52
This book presents a complete mathematical treatment of classical inference theory (Neyman-Pearson,...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2010
strony
645
EAN
9781441948328
Enbook ID
01423256
Waga
988
Wymiary
160 x 240 x 41

Pełny opis

This book presents a complete mathematical treatment of classical inference theory (Neyman-Pearson, Fisher, and Wald) from the point of using it in stochastic processes, including some generalizations. It includes detailed analysis of likelihood ratios for both Gaussian and several other classes (infinitely divisible, jump Markov, diffusion and additive). Both linear and nonlinear filtering (also for general nonquadratic criteria) are treated. The corresponding Kalman-Bucy filters for continuous parameter processes are presented. Consistency and limit distributions of estimations of biospectral densities of harmonizable processes are given. Audience: Researchers and graduate students working in mathematics, statistics, and systems and communication engineering.

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