Limit Theorems for Multi-Indexed Sums of Random Variables

Language: English

Published by Springer, Springer Gabler Okt 2014, 2014

3662443872 / 9783662443873

Series: Book 3 of 35 - Probability Theory and Stochastic Modelling

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This item is printed on demand - Print on Demand Titel. Neuware -Presenting the first unified treatment of limit theorems for multiple sums of independent random variables, this volume fills an important gap in the field. Several new results are introduced, even in the classical setting, as well as some new approaches that are simpler than those already established in the literature. In particular, new proofs of the strong law of large numbers and the Hajek-Renyi inequality are detailed. Applications of the described theory include Gibbs fields, spin glasses, polymer models, image analysis and random shapes.Limit theorems form the backbone of probability theory and statistical theory alike. The theory of multiple sums of random variables is a direct generalization of the classical study of limit theorems, whose importance and wide application in science is unquestionable. However, to date, the subject of multiple sums has only been treated in journals.The results described in this book will be of interest to advanced undergraduates, graduate students and researchers who work on limit theorems in probability theory, the statistical analysis of random fields, as well as in the field of random sets or stochastic geometry. The central topic is also important for statistical theory, developing statistical inferences for random fields, and also has applications to the sciences, including physics and chemistry.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 504 pp. Englisch.…

Seller Inventory # 9783662443873

Title
Limit Theorems for Multi-Indexed Sums of Random Variables
Author
Oleg Klesov
Publisher
Springer, Springer Gabler Okt 2014
Publication year
2014
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3662443872
ISBN 13
9783662443873
Item weight
916 grams
Dimensions
241x160x33 mm
Series
Book 3 of 35: Probability Theory and Stochastic Modelling

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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