Probability for Statisticians

Probability for Statisticians
Author :
Publisher : Springer
Total Pages : 510
Release :
ISBN-10 : 9783319522074
ISBN-13 : 3319522078
Rating : 4/5 (078 Downloads)

Book Synopsis Probability for Statisticians by : Galen R. Shorack

Download or read book Probability for Statisticians written by Galen R. Shorack and published by Springer. This book was released on 2017-09-21 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: The choice of examples used in this text clearly illustrate its use for a one-year graduate course. The material to be presented in the classroom constitutes a little more than half the text, while the rest of the text provides background, offers different routes that could be pursued in the classroom, as well as additional material that is appropriate for self-study. Of particular interest is a presentation of the major central limit theorems via Steins method either prior to or alternative to a characteristic function presentation. Additionally, there is considerable emphasis placed on the quantile function as well as the distribution function, with both the bootstrap and trimming presented. The section on martingales covers censored data martingales.


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