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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.