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Approximation Methods in Probability Theory by Vydas Cekanavicius
Approximation Methods in Probability Theory by Vydas Cekanavicius
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Approximation Methods in Probability Theory

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Description

This book presents a wide range of well-known and less common methods used for estimating the accuracy of probabilistic approximations, including the Esseen type inversion formulas, the Stein method as well as the methods of convolutions and triangle function. Emphasising the correct usage of the methods presented, each step required for the proofs is examined in detail. As a result, this textbook provides valuable tools for proving approximation theorems. While Approximation Methods in Probability Theory will appeal to everyone interested in limit theorems of probability theory, the book is particularly aimed at graduate students who have completed a standard intermediate course in probability theory. Furthermore, experienced researchers wanting to enlarge their toolkit will also find this book useful.

Author Biography:

Vydas Čekanavičius is Professor of Statistics at Vilnius University. In 2005, he was co-winner of the Lithuanian State Award of Science for his research on compound approximations in probability theory. In his native country Lithuania, he is best known as the co-author of a best-selling three-volume textbook on statistics.
Release date Australia
June 24th, 2016
Audience
  • Professional & Vocational
Edition
1st ed. 2016
Illustrations
xii, 274 p.
Pages
274
Dimensions
155x235x15
ISBN-13
9783319340715
Product ID
25222254

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