A Bayesian Method for Weighted Sampling

Other literature type English OPEN
Lo, Albert Y.;
  • Publisher: The Institute of Mathematical Statistics
  • Journal: issn: 0090-5364
  • Publisher copyright policies & self-archiving
  • Related identifiers: doi: 10.1214/aos/1176349414
  • Subject: 62G09 | 62G20 | bootstrap approximations | 62G99 | Bayesian bootstrap clone approximations | asymptotic accuracy | weighted gamma process priors | Weighted distribution models
    arxiv: Computer Science::Information Retrieval | Mathematics::Spectral Theory

Bayesian statistical inference for sampling from weighted distribution models is studied. Small-sample Bayesian bootstrap clone (BBC) approximations to the posterior distribution are discussed. A second-order property for the BBC in unweighted i.i.d. sampling is given. ... View more
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