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Bayesian inference is a method of statistical inference that relies on treating the model parameters as random variables and applying Bayes' theorem to deduce subjective probability statements about the parameters or hypotheses, conditional on the observed dataset.
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Bayesian point estimate of a random sample
Using a Bayesian approach I must give a point estimate for $\theta$. …