A Large Sample Study of the Bayesian Bootstrap

Albert Y. Lo

doi:10.1214/aos/1176350271

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Home > Journals > Ann. Statist. > Volume 15 > Issue 1 > Article

March, 1987 A Large Sample Study of the Bayesian Bootstrap

Albert Y. Lo

Ann. Statist. 15(1): 360-375 (March, 1987). DOI: 10.1214/aos/1176350271

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Abstract

An asymptotic justification of the Bayesian bootstrap is given. Large-sample Bayesian bootstrap probability intervals for the mean, the variance and bands for the distribution, the smoothed density and smoothed rate function are also provided.