Theory of Stochastic Objects : Probability, Stochastic Processes and Inference

Language: English

Published by Chapman And Hall/CRC, 2021

1032242884 / 9781032242880

Series: Book 49 of 126 - Chapman & Hall/CRC Texts in Statistical Science

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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nach der Bestellung gedruckt Neuware - Printed after ordering - This book defines and investigates the concept of a random object. To accomplish this task in a natural way, it brings together three major areas; statistical inference, measure-theoretic probability theory and stochastic processes. This point of view has not been explored by existing textbooks; one would need material on real analysis, measure and probability theory, as well as stochastic processes - in addition to at least one text on statistics- to capture the detail and depth of material that has gone into this volume.Presents and illustrates 'random objects' in different contexts, under a unified framework, starting with rudimentary results on random variables and random sequences, all the way up to stochastic partial differential equations.Reviews rudimentary probability and introduces statistical inference, from basic to advanced, thus making the transition from basic statistical modeling and estimation to advanced topics more natural and concrete.Compact and comprehensive presentation of the material that will be useful to a reader from the mathematics and statistical sciences, at any stage of their career, either as a graduate student, an instructor, or an academician conducting research and requiring quick references and examples to classic topics. Includes 378 exercises, with the solutions manual available on the book's website.121 illustrative examples of the concepts presented in the text (many including multiple items in a single example).Thebook is targeted towards students at the master's and Ph.D. levels, as well as, academicians in the mathematics, statistics and related disciplines. Basic knowledge of calculus and matrix algebra is required. Prior knowledge of probability or measure theory is welcomed but not necessary.

Seller Inventory # 9781032242880

Title
Theory of Stochastic Objects : Probability, Stochastic Processes and Inference
Author
Athanasios Christou Micheas
Publisher
Chapman And Hall/CRC
Publication year
2021
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1032242884
ISBN 13
9781032242880
Item weight
768 grams
Dimensions
254x178x22 mm
Series
Book 49 of 126: Chapman & Hall/CRC Texts in Statistical Science

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

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