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008 100628s2011 nyu b 001 0 eng
010 _a 2010027652
020 _a9780521132503 (pbk.)
020 _a9780521761581 (hardback)
035 _a(0000000000)30105
035 _a(IMchF)fol13267092
040 _aDLC
_cDLC
_dDLC
_erda
042 _apcc
050 0 0 _aQA273
_b.S763 2011
082 0 0 _a519.2
_222
100 1 _aStroock, Daniel W.
245 1 0 _aProbability theory:
_ban analytic view /
_cDaniel W. Stroock.
250 _a2nd ed.
264 1 _aCambridge ;
_aNew York :
_bCambridge University Press,
_c2011.
300 _axxi, 527 p. ;
_c27 cm.
336 _atext
_2rdacontent
338 _avolume
_2rdacarrier
504 _aIncludes bibliographical references and index.
504 _aIncludes bibliographical references and index.
520 _a"This second edition of Daniel W. Stroock's text is suitable for first-year graduate students with a good grasp of introductory, undergraduate probability theory and a sound grounding in analysis. It is intended to provide readers with an introduction to probability theory and the analytic ideas and tools on which the modern theory relies. It includes more than 750 exercises. Much of the content has undergone significant revision. In particular, the treatment of Levy processes has been rewritten, and a detailed account of Gaussian measures on a Banach space is given. The first part of the book deals with independent random variables, Central Limit phenomena, and the construction of Levy processes, including Brownian motion. Conditioning is developed and applied to discrete parameter martingales in Chapter 5, Chapter 6 contains the ergodic theorem and Burkholder's inequality, and continuous parameter martingales are discussed in Chapter 7. Chapter 8 is devoted to Gaussian measures on a Banach space, where they are treated from the abstract Wiener space perspective. The abstract theory of weak convergence is developed in Chapter 9, which ends with a proof of Donsker's Invariance Principle. The concluding two chapters contain applications of Brownian motion to the analysis of partial differential equations and potential theory"--
_cProvided by publisher.
650 0 _aProbabilities.
852 _93520.00USD
999 _c25619
_d25619