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Asymptotic Theory of Weakly Dependent Random Processes
Engelsk
Bogcover for Asymptotic Theory of Weakly Dependent Random Processes af Emmanuel Rio, 9783662571910
Specifikationer
Sprog:
Engelsk
Sider:
204
ISBN-13:
9783662571910
Indbinding:
Paperback
ISBN-10:
3662571919
Udg. Dato:
25 jul 2018
Størrelse i cm:
23,3 x 15,6 x 1,5
Serie:
Probability Theory and Stochastic Modelling
Oplagsdato:
25 jul 2018
Forfatter(e):
Paperback 2018
Format:

Bog beskrivelse
Presenting tools to aid understanding of asymptotic theory and weakly dependent processes, this book is devoted to inequalities and limit theorems for sequences of random variables that are strongly mixing in the sense of Rosenblatt, or absolutely regular. The first chapter introduces covariance inequalities under strong mixing or absolute regularity. These covariance inequalities are applied in Chapters 2, 3 and 4 to moment inequalities, rates of convergence in the strong law, and central limit theorems. Chapter 5 concerns coupling. In Chapter 6 new deviation inequalities and new moment inequalities for partial sums via the coupling lemmas of Chapter 5 are derived and applied to the bounded law of the iterated logarithm. Chapters 7 and 8 deal with the theory of empirical processes under weak dependence. Lastly, Chapter 9 describes links between ergodicity, return times and rates of mixing in the case of irreducible Markov chains. Each chapter ends with a set of exercises. The book is an updated and extended translation of the French edition entitled "Théorie asymptotique des processus aléatoires faiblement dépendants" (Springer, 2000). It will be useful for students and researchers in mathematical statistics, econometrics, probability theory and dynamical systems who are interested in weakly dependent processes.
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Specifikationer
Sprog:
Engelsk
Sider:
204
ISBN-13:
9783662571910
Indbinding:
Paperback
ISBN-10:
3662571919
Udg. Dato:
25 jul 2018
Størrelse i cm:
23,3 x 15,6 x 1,5
Serie:
Probability Theory and Stochastic Modelling
Oplagsdato:
25 jul 2018
Forfatter(e):
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