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Statistical inference for diffusion type processes
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ISBN: 034074149X Year: 1999 Volume: 8 Publisher: London : New York : Arnold ; Oxford University Press,

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Book
Associated sequences, demimartingales and nonparametric inference
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ISBN: 3034807465 3034802390 3034802404 Year: 2012 Publisher: Basel : Springer,

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This book gives a comprehensive review of results for associated sequences and demimartingales developed so far, with special emphasis on demimartingales and related processes.   One of the basic aims of theory of probability and statistics is to build stochastic models which explain the phenomenon under investigation and explore the dependence among various covariates which influence this phenomenon. Classic examples are the concepts of Markov dependence or of mixing for random processes. Esary, Proschan and Walkup introduced the concept of association for random variables, and Newman and Wright studied properties of processes termed as demimartingales. It can be shown that the partial sums of mean zero associated random variables form a demimartingale.   Probabilistic properties of associated sequences, demimartingales and related processes are discussed in the first six chapters. Applications of some of these results to problems in nonparametric statistical inference for such processes are investigated in the last three chapters.   This book will appeal to graduate students and researchers interested in probabilistic aspects of various types of stochastic processes and their applications in reliability theory, statistical mechanics, percolation theory and other areas.


Book
Statistical inference for fractional diffusion processes
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ISBN: 9780470665688 Year: 2010 Publisher: Chichester Wiley

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Digital
Associated Sequences, Demimartingales and Nonparametric Inference
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ISBN: 9783034802406 Year: 2012 Publisher: Basel Springer Basel

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Associated Sequences, Demimartingales and Nonparametric Inference
Authors: ---
ISBN: 9783034802406 Year: 2012 Publisher: Basel Springer Basel

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Abstract

This book gives a comprehensive review of results for associated sequences and demimartingales developed so far, with special emphasis on demimartingales and related processes.   One of the basic aims of theory of probability and statistics is to build stochastic models which explain the phenomenon under investigation and explore the dependence among various covariates which influence this phenomenon. Classic examples are the concepts of Markov dependence or of mixing for random processes. Esary, Proschan and Walkup introduced the concept of association for random variables, and Newman and Wright studied properties of processes termed as demimartingales. It can be shown that the partial sums of mean zero associated random variables form a demimartingale.   Probabilistic properties of associated sequences, demimartingales and related processes are discussed in the first six chapters. Applications of some of these results to problems in nonparametric statistical inference for such processes are investigated in the last three chapters.   This book will appeal to graduate students and researchers interested in probabilistic aspects of various types of stochastic processes and their applications in reliability theory, statistical mechanics, percolation theory and other areas.


Digital
Asymptotics in Statistics and Probability : Papers in Honor of George Gregory Roussas
Authors: --- --- --- --- --- et al.
ISBN: 9783110942002 9783110354744 Year: 2018 Publisher: Berlin ;; Boston De Gruyter

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Keywords

Mathematics

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