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portada normal approximation by stein s method
Type
Physical Book
Publisher
Year
2012
Language
English
Pages
408
Format
Paperback
Dimensions
23.4 x 15.6 x 2.2 cm
Weight
0.59 kg.
ISBN
3642265650
ISBN13
9783642265655

normal approximation by stein s method

Larry Goldstein (Author) · Louis H. y. Chen (Author) · Qi-Man Shao (Author) · Springer · Paperback

normal approximation by stein s method - Chen, Louis H. y. ; Goldstein, Larry ; Shao, Qi-Man

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Synopsis "normal approximation by stein s method"

Since its introduction in 1972, Stein's method has offered a completely novel way of evaluating the quality of normal approximations. Through its characterizing equation approach, it is able to provide approximation error bounds in a wide variety of situations, even in the presence of complicated dependence. Use of the method thus opens the door to the analysis of random phenomena arising in areas including statistics, physics, and molecular biology. Though Stein's method for normal approximation is now mature, the literature has so far lacked a complete self contained treatment. This volume contains thorough coverage of the method's fundamentals, includes a large number of recent developments in both theory and applications, and will help accelerate the appreciation, understanding, and use of Stein's method by providing the reader with the tools needed to apply it in new situations. It addresses researchers as well as graduate students in Probability, Statistics and Combinatorics.

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The book is written in English.
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