Maximum Probability Estimators and Related Topics Purpose of this monograph The maximum likelihood estimator The maximum probability estimator Maximum probability estimators with a general loss function Asymptotic behavior of the likelihood function. Asymptotically sufficient statistics Efficiency of maximum likelihood estimators Testing hypotheses.