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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.