Introduction to Markov Chains

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  • Introduction to Markov Chains Book Detail

  • Author : Ehrhard Behrends
  • Release Date : 2014-07-08
  • Publisher : Vieweg+Teubner Verlag
  • Genre : Mathematics
  • Pages : 237
  • ISBN 13 : 3322901572
  • File Size : 74,74 MB

Introduction to Markov Chains by Ehrhard Behrends PDF Summary

Book Description: Besides the investigation of general chains the book contains chapters which are concerned with eigenvalue techniques, conductance, stopping times, the strong Markov property, couplings, strong uniform times, Markov chains on arbitrary finite groups (including a crash-course in harmonic analysis), random generation and counting, Markov random fields, Gibbs fields, the Metropolis sampler, and simulated annealing. With 170 exercises.

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