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Lectures on Empirical Processes = Th...

del Barrio, Eustasio,

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Lectures on Empirical Processes = Theory and Statistical Applications /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Lectures on Empirical Processes/ Eustasio del Barrio, Paul Deheuvels, Sara van de Geer
其他題名:	Theory and Statistical Applications /
作者:	del Barrio, Eustasio,
其他作者:	Deheuvels, Paul,
出版者:	Zuerich, Switzerland :European Mathematical Society Publishing House, : 2007,
面頁冊數:	1 online resource (263 pages)
標題:	Probability & statistics -
電子資源:	https://doi.org/10.4171/027
電子資源:	https://www.ems-ph.org/img/books/deheuvels_mini.jpg
ISBN:	9783037195277

Lectures on Empirical Processes = Theory and Statistical Applications /
del Barrio, Eustasio,

Lectures on Empirical ProcessesTheory and Statistical Applications /[electronic resource] :Eustasio del Barrio, Paul Deheuvels, Sara van de Geer - Zuerich, Switzerland :European Mathematical Society Publishing House,2007 - 1 online resource (263 pages) - EMS Series of Lectures in Mathematics (ELM) ;2523-5176.

Restricted to subscribers:https://www.ems-ph.org/ebooks.php

The theory of empirical processes constitutes the mathematical toolbox of asymptotic statistics. Its growth was accelerated by the 1950s work on the Functional Central Limit Theorem and the Invariance Principle. The theory has developed in parallel with statistical methodologies, and has been successfully applied to a large diversity of problems related to the asymptotic behaviour of statistical procedures. The three sets of lecture notes in the book offer a wide panorama of contemporary empirical processes theory. Techniques are developed in the framework of probability in Banach spaces, Hungarian-style strong approximations, using tools from general stochastic process theory. Other tools appear in this text in connection with historical as well as modern applications, such as goodness-of-fit tests, density estimation or general M-estimators. This book gives an excellent overview of the broad scope of the theory of empirical processes. It will be an invaluable aid for students and researchers interested in an advanced and well-documented approach to the selected topics.

ISBN: 9783037195277

Standard No.: 10.4171/027doiSubjects--Topical Terms:

3480817
Probability & statistics

Lectures on Empirical Processes = Theory and Statistical Applications /
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