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Markov chain; state space; stationary transition probability; stationary distribution; irreducibility; aperiodicity; stationarity; M-H algorithm; proposal distribution; acceptance probability; image processing; Gibbs sampler.

K B Athreya¹ Mohan Delampady² T Krishnan³

1. School of ORIE Rhodes Hall Cornell University, Ithaca New York 14853, USA
2. Indian Statistical Institute 8th Mile, Mysore Road Bangalore 560 059, India.
3. Systat Software Asia-Pacific Ltd. Floor 5, 'C' Tower Golden Enclave, Airport Road Bangalore 560 017, India.

Published

July 2003