bookAmerican Mathematical Society eBooksDec 9, 2008Closed access

Markov Chains and Mixing Times

University of Oregon · University of Washington · +3 more institutions

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Abstract

Markov Chains and Mixing Times is a magical book, managing to be both friendly and deep. It gently introduces probabilistic techniques so that an outsider can follow. At the same time, it is the first book covering the geometric theory of Markov chains and has much that will be new to experts. It is certainly THE book that I will use to teach from. I recommend it to all comers, an amazing achievement. -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…

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2,334
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19.35
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100%
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Authors

3

Topics & keywords

Keywords
  • Mixing (physics)
  • Markov chain
  • Computer science
  • Mathematics
  • Physics
  • Statistics
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