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Probability for statisticians

Author: Galen R Shorack
Publisher: New York, NY [u.a.] : Springer, 2000.
Series: Springer texts in statistics.
Edition/Format:   Print book : EnglishView all editions and formats
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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  Read more...

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Genre/Form: 0 Gesamtdarstellung
Lehrbuch
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Galen R Shorack
ISBN: 0387989536 9780387989532
OCLC Number: 247850701
Description: XVII, 585 S : graph. Darst.
Contents: Measures.- Measurable Functions and Convergence.- Integration.- Derivatives via Signed Measures.- Measures and Processes on Products.- General Topology and Hilbert Space.- Distribution and Quantile Functions.- Independence and Conditional Distributions.- Special Distributions.- WLLN, SLLN, LIL, and Series.- Convergence in Distribution.- Brownian Motion and Empirical Processes.- Characteristic Functions.- CLTs via Characteristic Functions.- Infinitely Divisible and Stable Distributions.- Asymptotics via Empirical Proceses.- Asymptotics via Stein's Approach.- Martingales.- Convergence in Law on Metric Spaces.
Series Title: Springer texts in statistics.
Responsibility: Galen R. Shorack.
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From the reviews:"This book offers a rigorous introduction to measure theoretic probability with particular attention to topics of interest to mathematical statisticians. ... recommended to anyone Read more...

 
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