Stationary preserving and efficiency increasing probability mass transfers made possible

Open Access
Authors
  • A. Mira
  • P.H. Omtzigt
Publication date 2003
Series UvA Econometrics Discussion Paper, 2003/06
Number of pages 11
Publisher Amsterdam: Department of Quantitative Economics
Organisations
  • Faculty of Economics and Business (FEB) - Amsterdam School of Economics Research Institute (ASE-RI)
Abstract We develop an efficient computational algorithm that produces efficient Markov chain Monte Carlo (MCMC) transition matrices. The first level of efficiency is measured in terms of the number of operations needed to produce the resulting matrix. The second level of efficiency is evaluated in terms of the asymptotic variance of the resulting MCMC estimates. The idea is then extended from finite to general state spaces.
Document type Working paper
Language English
Published at http://www1.feb.uva.nl/pp/bin/474fulltext.pdf
Downloads
Permalink to this page
Back