Empirical Estimates in Stochastic Optimization and Identification

AvPavel S. Knopov,Evgeniya J. Kasitskaya

Häftad, Engelska, 2010

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Beskrivning

This book contains problems of stochastic optimization and identification. Results concerning uniform law of large numbers, convergence of approximate estimates of extreme points, as well as empirical estimates of functionals with probability 1 and in probability are presented. Audience: Specialists in stochastic optimization and estimations, postgraduate students, and graduate students studying such topics

Produktinformation

Utgivningsdatum:2010-12-07
Mått:155 x 235 x 15 mm
Vikt:406 g
Format:Häftad
Språk:Engelska
Serie:Applied Optimization
Antal sidor:250
Förlag:Springer-Verlag New York Inc.
ISBN:9781441952240

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Innehållsförteckning

1 Introduction.- 2 Parametric Empirical Methods.- 3 Parametric Regression Models.- 4 Periodogram Estimates for Random Processes and Fields.- 5 Nonparametric Identification Problems.- References.

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