A new parametric theory proves large deviation principles for Bayesian and maximum likelihood estimators in the moderate deviation zone along with uniform approximations and posterior concentration results.
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Parametric Statistical Inference in the Zone of Moderate Deviation Probabilities
A new parametric theory proves large deviation principles for Bayesian and maximum likelihood estimators in the moderate deviation zone along with uniform approximations and posterior concentration results.