東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Lectures on Empirical Processes = Th...

del Barrio, Eustasio,

Linked to FindBook

Google Book

Amazon

博客來

Lectures on Empirical Processes = Theory and Statistical Applications /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Lectures on Empirical Processes/ Eustasio del Barrio, Paul Deheuvels, Sara van de Geer
Reminder of title:	Theory and Statistical Applications /
Author:	del Barrio, Eustasio,
other author:	Deheuvels, Paul,
Published:	Zuerich, Switzerland :European Mathematical Society Publishing House, : 2007,
Description:	1 online resource (263 pages)
Subject:	Probability & statistics -
Online resource:	https://doi.org/10.4171/027
Online resource:	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 /
LDR:02197nmm a22003135a 4500 001 2233151
003 CH-001817-3
005 20091109150325.0
006 a fot ||| 0|
007 cr nn mmmmamaa
008 210928e20070110sz fot ||| 0|eng d
020 $a 9783037195277
024 7 0 $a 10.4171/027 $2 doi
035 $a 44-091109
040 $a ch0018173
072 7 $a PBT $2 bicssc
072 7 $a PBWL $2 bicssc
084 $a 60-xx $a 62-xx $2 msc
100 1 $a del Barrio, Eustasio, $e author. $3 3480862
245 1 0 $a Lectures on Empirical Processes $h [electronic resource] : $b Theory and Statistical Applications / $c Eustasio del Barrio, Paul Deheuvels, Sara van de Geer
260 3 $a Zuerich, Switzerland : $b European Mathematical Society Publishing House, $c 2007
300 $a 1 online resource (263 pages)
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 0 $a EMS Series of Lectures in Mathematics (ELM) ; $x 2523-5176
506 1 $a Restricted to subscribers: $u https://www.ems-ph.org/ebooks.php
520 $a 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.
650 0 7 $a Probability & statistics $2 bicssc $3 3480817
650 0 7 $a Stochastics $2 bicssc $3 3480865
650 0 7 $a Probability theory and stochastic processes $2 msc $3 3480818
650 0 7 $a Statistics $3 773967
700 1 $a Deheuvels, Paul, $e author. $3 3480863
700 1 $a van de Geer, Sara, $e author. $3 3480864
856 4 0 $u https://doi.org/10.4171/027
856 4 2 $3 cover image $u https://www.ems-ph.org/img/books/deheuvels_mini.jpg