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Lectures on Empirical Processes

Theory and Statistical Applications

Buch
39,50 € Lieferbar in 2-3 Tagen

Kurzbeschreibung

The theory of empirical processes constitutes the mathematical toolbox of asymptotic statistics. Its growth was accelerated by the 1950's 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 researches interested in an advanced and well-documented approach to the selected topics.

Details
Schlagworte

Titel: Lectures on Empirical Processes
Autoren/Herausgeber: Eustasio DelBarrio, Paul Deheuvels, Sara van de Geer
Aus der Reihe: EMS Series of Lectures in Mathematics
Ausgabe: 1., Aufl.

ISBN/EAN: 9783037190272

Seitenzahl: 254
Format: 24 x 17 cm
Produktform: Buch
Sprache: Englisch

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