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math.PRNov 10, 2016
authors
  • Gareth O. Roberts
  • Jeffrey S. Rosenthal
institutions
  • University of Toronto
  • University of Warwick
arXiv abstractPDF
paper

Hitting Time and Convergence Rate Bounds for Symmetric Langevin Diffusions

arXiv:1611.03141

Abstract

We provide quantitative bounds on the convergence to stationarity of real-valued Langevin diffusions with symmetric target densities.

References in corpus (2)

  • General state space Markov chains and MCMC algorithms
  • Renewal theory and computable convergence rates for geometrically ergodic Markov chains
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