Carte Stochastic Processes Malempati M. Rao

Stochastic Processes

Inference Theory

Limbă: engleză
Legare: Carte broșată
Editura: Springer, Berlin
Disponibilitate: La editor doar la comandă
Expediem în 17-27 zile
1 160.28 lei
This book presents a complete mathematical treatment of classical inference theory (Neyman-Pearson,...

Informații despre carte

Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2010
Pagini
645
EAN
9781441948328
Enbook ID
01423256
Greutate
988
Dimensiuni
160 x 240 x 41

Descriere completă

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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