Bitte versuchen Sie es erneut. ""Markov Chains and Mixing Times"" is meant to bring the excitement of this active area of research to a wide audience. It also analyses reviews to verify trustworthiness. n (number of states of the chain). n Markov chains and has much that will be new to experts. Unable to add item to List. deep. -card deck, the number of riffle shuffles needed grows as It is certainly THE book that I will use to teach from. - Persi Diaconis, Mary V. Sunseri Professor of Statistics and Mathematics, Stanford University ""Mixing times are an active research topic within many fields from statistical physics to the theory of algorithms, as well as having intrinsic interest within mathematical probability and exploiting discrete analogs of important geometry concepts. A Wiederholen Sie die Anforderung später noch einmal. 2 Approved third parties also use these tools in connection with our display of ads. Publisher: AMS. book, the authors generously provide concrete examples that motivate theory and Main Markov Chains and Mixing Times. Etwas ist schiefgegangen. This example and the shuffling example possess the rapid mixing property, that the mixing time grows at most polynomially fast in This book is an introduction to the modern theory of Markov chains, whose goal is to determine the rate of convergence to the stationary distribution, as a function of state space size and geometry. Finden Sie alle Bücher, Informationen zum Autor. Whenever possible, probabilistic methods are emphasized. You can write a book review and share your experiences. In broader uses of the Markov chain Monte Carlo method, rigorous justification of simulation results would require a theoretical bound on mixing time, and many interesting practical cases have resisted such theoretical analysis. A superb introduction to Markov chains which treats Statistics and Mathematics, Stanford University, https://www.ams.org/exam-desk-review-request?&eisbn=978-1-4704-1204-3&epc=MBK/58.E&title=Markov%20Chains%20and%20Mixing%20Times&author=David%20A.%20Levin%3B%20Yuval%20Peres%3B%20Elizabeth%20L.%20Wilmer&type=DE, https://www.ams.org/exam-desk-review-request?&eisbn=978-1-4704-1204-3&epc=MBK/58.E&title=Markov%20Chains%20and%20Mixing%20Times&author=David%20A.%20Levin%3B%20Yuval%20Peres%3B%20Elizabeth%20L.%20Wilmer&type=R, https://www.copyright.com/openurl.do?isbn=9781470412043&WT.mc.id=American%20Mathematical%20Society, Markov chain Monte Carlo: Metropolis and Glauber chains, The transportation metric and path coupling, Appendix C: Solutions to selected exercises. Converted file can differ from the original. - David Aldous, University of California, Berkeley ""Mixing time is the key to Markov chain Monte Carlo, the queen of approximation techniques. Short, focused chapters with clear logical dependencies allow readers Sie hören eine Hörprobe des Audible Hörbuch-Downloads. I recommend it to all comers, an amazing achievement."" The most developed theory concerns randomized algorithms for #P-Complete algorithmic counting problems such as the number of graph colorings of a given Diaconis, Stanford University, and Kannan Soundararajan, Stanford Diese Einkaufsfunktion lädt weitere Artikel, wenn die Eingabetaste gedrückt wird. Mixing time refers to any of several variant formalizations of the idea: how large must t be until the time-t distribution is approximately π ? Mary V. Sunseri Professor of Updated notes at the end of each chapter inform the reader of recent research developments. It gently introduces probabilistic techniques so that an outsider can follow. {\displaystyle n\log(n)} Your recently viewed items and featured recommendations, Select the department you want to search in. Stattdessen betrachtet unser System Faktoren wie die Aktualität einer Rezension und ob der Rezensent den Artikel bei Amazon gekauft hat. Please try your request again later. Pages: 461. log Whether you've loved the book or not, if you give your honest and detailed thoughts then people will find new books that are right for them. ISBN 13: 9780821847398. Having both exercises and citations to important research papers it makes an outstanding basis for either a lecture course or self-study."" We use cookies and similar tools to enhance your shopping experience, to provide our services, understand how customers use our services so we can make improvements, and display ads. Wählen Sie ein Land/eine Region für Ihren Einkauf. real shuffles have inspired some extremely serious mathematics—but these chains are closely tied to core areas in algebraic combinatorics and representation theory.
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