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math.ST2020★ 6 cited
On Bayesian Estimation of Densities and Sampling Distributions: the Posterior Predictive Distribution as the Bayes Estimator
A. G. Nogales
Optimality results for two outstanding Bayesian estimation problems are given in this paper: the estimation of the sampling distribution for the squared total variation function an…
math.PR2020
A Note on Conditional Expectation for Markov Kernels
A. G. Nogales
A known property of conditional expectation is extended to the framework of Markov kernels. Its meaning in terms of densities is provided. Some examples located in the field of cli…