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" Introduction to probability / "
David F. Anderson, University of Wisconsin, Madison, Timo Seppäläinen, University of Wisconsin, Madison, Benedek Valkó, University of Wisconsin, Madison.
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BL
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| Record Number
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839386
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| Main Entry
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Anderson, David F.,1978-
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| Title & Author
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Introduction to probability /\ David F. Anderson, University of Wisconsin, Madison, Timo Seppäläinen, University of Wisconsin, Madison, Benedek Valkó, University of Wisconsin, Madison.
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| Publication Statement
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Cambridge, United Kingdom ;New York, NY :: Cambridge University Press,, 2018.
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, ©2018
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| Series Statement
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Cambridge mathematical textbooks
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| Page. NO
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xv, 429 pages ;; 26 cm.
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| ISBN
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1108415857
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: 9781108415859
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| Bibliographies/Indexes
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Includes bibliographical references and index.
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| Contents
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Experiments with random outcomes -- Conditional probability and independence -- Random variables -- Approximations of the binomial distribution -- Transforms and transformations -- Joint distribution of random variables -- Sums and symmetry -- Expectation and variance in the multivariate setting -- Tail bounds and limit theorems -- Conditional distribution.
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| Abstract
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This classroom-tested textbook is an introduction to probability theory, with the right balance between mathematical precision, probabilistic intuition, and concrete applications. Introduction to Probability covers the material precisely, while avoiding excessive technical details. After introducing the basic vocabulary of randomness, including events, probabilities, and random variables, the text offers the reader a first glimpse of the major theorems of the subject: the law of large numbers and the central limit theorem. The important probability distributions are introduced organically as they arise from applications. The discrete and continuous sides of probability are treated together to emphasize their similarities. Intended for students with a calculus background, the text teaches not only the nuts and bolts of probability theory and how to solve specific problems, but also why the methods of solution work.--
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| Subject
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Probabilities, Textbooks.
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Probabilities.
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Wahrscheinlichkeitsrechnung
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| Dewey Classification
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519.2
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| LC Classification
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QA273.A5534 2018
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| Added Entry
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Seppäläinen, Timo O.
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Valkó, Benedek
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