Chen, Yuguo - In: Statistics & Probability Letters 82 (2012) 3, pp. 473-477
The multiset sampler (MSS) can be viewed as a new data augmentation scheme and it has been applied successfully to a wide range of statistical inference problems. The key idea of the MSS is to augment the system with a multiset of the missing components, and construct an appropriate joint...