Kamatani, Kengo - In: Annals of the Institute of Statistical Mathematics 66 (2014) 1, pp. 63-74
In this paper, we introduce the notion of efficiency (consistency) and examine some asymptotic properties of Markov chain Monte Carlo methods. We apply these results to the data augmentation (DA) procedure for independent and identically distributed observations. More precisely, we show that if...