Kniha Stochastic Processes Malempati M. Rao

Stochastic Processes

Inference Theory

Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: Springer, Berlin
Dostupnosť: U vydavateľa na objednávku
Odosielame za 17-27 dní
221.53
This book presents a complete mathematical treatment of classical inference theory (Neyman-Pearson,...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2010
Stránok
645
EAN
9781441948328
Enbook ID
01423256
Vydavateľ
Hmotnosť
988
Rozmery
160 x 240 x 41

Kompletný popis

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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