A Marginal Ergodic Theorem

نویسنده

  • Michael Lavine
چکیده

Michael Lavine Duke University, Durham, NC, USA. Summary. In recent years there have been several papers giving examples of Markov Chain Monte Carlo (MCMC) algorithms whose invariant measures are improper (have infinite mass) and which therefore are not positive recurrent, yet which have subchains from which valid inference can be derived. These are nonergodic (not having a limiting distribution) Markov chains (MC’s) that can be written, possibly after transformation, as

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تاریخ انتشار 2003