Dynamics of Statistical Experiments

Language: English

Published by Wiley Jun 2020, 2020

1786305984 / 9781786305985

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Neuware - This book is devoted to the system analysis of statistical experiments, determined by the averaged sums of sampling random variables. The dynamics of statistical experiments are given by difference stochastic equations with a speci ed regression function of increments ? linear or nonlinear. The statistical experiments are studied by the sample volume increasing (N ), as well as in discrete-continuous time by the number of stages increasing (k ) for different conditions imposed on the regression function of increments. The proofs of limit theorems employ modern methods for the operator and martingale characterization of Markov processes, including singular perturbation methods. Furthermore, they justify the representation of a stationary Gaussian statistical experiment with the Markov property, as a stochastic difference equation solution, applying the theorem of normal correlation. The statistical hypotheses verification problem is formulated in the classification of evolutionary processes, which determine the dynamics of the predictable component. The method of stochastic approximation is used for classifying statistical experiments.…

Seller Inventory # 9781786305985

Title
Dynamics of Statistical Experiments
Author
Dmitri Koroliouk
Publisher
Wiley Jun 2020
Publication year
2020
Condition
Neu
Binding
Buch
Language
English
ISBN 10
1786305984
ISBN 13
9781786305985
Item weight
458 grams
Dimensions
231x150x15 mm

AHA-BUCH GmbH

Einbeck, Germany

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AbeBooks seller since August 14, 2006

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