Theory Of Point Estimation

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The exhaustive list of topics in Theory Of Point Estimation in which we provide Help with Homework Assignment and Help with Project is as follows:

Basic families of distributions: Group families and exponential families.
Principle of sufficiency and minimal sufficiency.
Ancillarity and completeness.
Uniformly Minimum Variance Unbiased Estimator (UMVUE).
Information inequalities, Cramer-Rao lower bound.
Maximum Likelihood Estimator (MLE).
Method of moments and minimum MSE estimator.
Bayesian estimation and minimaxity.
Large sample properties of estimators: consistency, asymptotic normality and asymptotic efficiency.