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Concentration InequalitiesA Nonasymptotic Theory of Independence

Concentration Inequalities: A Nonasymptotic Theory of Independence

Stéphane Boucheron, Gábor Lugosi, and Pascal Massart

Published in print:
2013
Published Online:
May 2013
ISBN:
9780199535255
eISBN:
9780191747106
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199535255.001.0001
Subject:
Mathematics, Probability / Statistics, Applied Mathematics

This monograph presents a mathematical theory of concentration inequalities for functions of independent random variables. The basic phenomenon under investigation is that if a function of many ... More

The Joy of StatisticsA Treasury of Elementary Statistical Tools and their Applications

The Joy of Statistics: A Treasury of Elementary Statistical Tools and their Applications

Steve Selvin

Published in print:
2019
Published Online:
May 2019
ISBN:
9780198833444
eISBN:
9780191872280
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/oso/9780198833444.001.0001
Subject:
Mathematics, Probability / Statistics, Applied Mathematics

The Joy of Statistics consists of a series of 42 “short stories,” each illustrating how elementary statistical methods are applied to data to produce insight and solutions to the questions data are ... More

Stochastic Analysis and Diffusion Processes

Stochastic Analysis and Diffusion Processes

Gopinath Kallianpur and P Sundar

Published in print:
2014
Published Online:
April 2014
ISBN:
9780199657063
eISBN:
9780191781759
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199657063.001.0001
Subject:
Mathematics, Probability / Statistics, Applied Mathematics

Starting with the construction of stochastic processes, the book introduces Brownian motion and martingales. After proving the Doob-Meyer decomposition, quadratic variation processes and local ... More

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