Screen LibraryProbability : the classical limit theorems /
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| Main Authors: | |
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| Published: |
Cambridge University Press,
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| Publisher Address: | Cambridge ; New York : |
| Publication Dates: | 2014. |
| Literature type: | Book |
| Language: | English |
| Subjects: | |
| Carrier Form: | xxi, 464 pages : illustrations (some color) ; 24 cm |
| Bibliography: | Includes bibliographical references(pages 447-457) and index. |
| ISBN: |
9781107628274 (paperback) : 9781107053212 (hardback) 1107053218 (hardback) 110762827X (paperback) |
| Index Number: | QA273 |
| CLC: | O211.4 |
| Call Number: | O211.4/M154 |
| Contents: | Preliminaries -- Bernoulli trials -- The standard random walk -- The standard random walk in higher dimensions -- LLN, CLT, iterated log, and arcsine in general -- Brownian motion -- Markov chains -- The ergodic theorem -- Communication over a noisy channel -- Equilibrium statistical mechanics -- Statistical mechanics out of equilibrium -- Random matrices. |