Random Sampling is often used in construction of synopsis for streaming data. This paper proposed a Weighted Random Sampling based Hierarchical Amnesic Synopses which includes the amnesic ...

Sankhyā: The Indian Journal of Statistics, Series B (1960-2002), Vol. 38, No. 1 (Feb., 1976), pp. 48-61 (14 pages) The purpose of this paper is to inter-relate further the concepts of size biased ...

We also discuss collapsed Gibbs sampling, Pólya urn Gibbs sampling and a Pólya urn SIS scheme. Our framework allows for numerous applications, including multiplicative counting process models subject ...