Question: The optimal parameter theta according to the Bayesian estimation (standard formulation) corresponds to the expectation of the parameter theta over its posterior distribution p(theta|dataset). the

corresponds to the expectation of the parameter theta over its posterior distribution

The optimal parameter theta according to the Bayesian estimation (standard formulation) corresponds to the expectation of the parameter theta over its posterior distribution p(theta|dataset). the parameter that minimizes the Kullback-Leibler divergence between distributions parametrized by the true and optimal parameter theta. the parameter that maximizes the posterior distribution p(theta|dataset). the parameter that maximizes p(dataset|theta)

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