Stochastic processes and filtering theory

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1. Verfasser: Jazwinski, Andrew H. (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: New York Academic Press 1970
Schriftenreihe:Mathematics in science and engineering 64
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Datensatz im Suchindex

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spelling Jazwinski, Andrew H. Verfasser aut
Stochastic processes and filtering theory Anderew H. Jazwinski
New York Academic Press 1970
1 Online-Ressource (376 pages)
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Mathematics in science and engineering 64
This book presents a unified treatment of linear and nonlinear filtering theory for engineers, with sufficient emphasis on applications to enable the reader to use the theory. The need for this book is twofold. First, although linear estimation theory is relatively well known, it is largely scattered in the journal literature and has not been collected in a single source. Second, available literature on the continuous nonlinear theory is quite esoteric and controversial, and thus inaccessible to engineers uninitiated in measure theory and stochastic differential equations
Includes bibliographical references and indexes
Front Cover; Stochastic Processes and Filtering Theory; Copyright Page; Preface; Acknowledgments; Contents; Chapter 1 Introduction; Chapter 2 Probability Theory and Random Variables; Chapter 3 Stochastic Processes; Chapter 4 Stochastic Differential Equations; Chapter 5 Introduction to Filtering Theory; Chapter 6 Nonlinear Filtering Theory; Chapter 7 Linear Filtering Theory; Chapter 8 Applications of Linear Theory; Chapter 9 Approximate Nonlinear Filters; Author Index; Subject Index
MATHEMATICS / Probability & Statistics / General bisacsh
Bayesian statistical decision theory fast
Estimation theory fast
Estimation theory
Bayesian statistical decision theory
Filter Stochastik (DE-588)4128590-6 gnd rswk-swf
Filterung Stochastik (DE-588)4121267-8 gnd rswk-swf
Filtertheorie (DE-588)4154392-0 gnd rswk-swf
Stochastischer Prozess (DE-588)4057630-9 gnd rswk-swf
Filter Mathematik (DE-588)4154388-9 gnd rswk-swf
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spellingShingle Jazwinski, Andrew H.
Stochastic processes and filtering theory
MATHEMATICS / Probability & Statistics / General bisacsh
Bayesian statistical decision theory fast
Estimation theory fast
Estimation theory
Bayesian statistical decision theory
Filter Stochastik (DE-588)4128590-6 gnd
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Filtertheorie (DE-588)4154392-0 gnd
Stochastischer Prozess (DE-588)4057630-9 gnd
Filter Mathematik (DE-588)4154388-9 gnd
subject_GND (DE-588)4128590-6
(DE-588)4121267-8
(DE-588)4154392-0
(DE-588)4057630-9
(DE-588)4154388-9
title Stochastic processes and filtering theory
title_auth Stochastic processes and filtering theory
title_exact_search Stochastic processes and filtering theory
title_full Stochastic processes and filtering theory Anderew H. Jazwinski
title_fullStr Stochastic processes and filtering theory Anderew H. Jazwinski
title_full_unstemmed Stochastic processes and filtering theory Anderew H. Jazwinski
title_short Stochastic processes and filtering theory
title_sort stochastic processes and filtering theory
topic MATHEMATICS / Probability & Statistics / General bisacsh
Bayesian statistical decision theory fast
Estimation theory fast
Estimation theory
Bayesian statistical decision theory
Filter Stochastik (DE-588)4128590-6 gnd
Filterung Stochastik (DE-588)4121267-8 gnd
Filtertheorie (DE-588)4154392-0 gnd
Stochastischer Prozess (DE-588)4057630-9 gnd
Filter Mathematik (DE-588)4154388-9 gnd
topic_facet MATHEMATICS / Probability & Statistics / General
Bayesian statistical decision theory
Estimation theory
Filter Stochastik
Filterung Stochastik
Filtertheorie
Stochastischer Prozess
Filter Mathematik
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