Asymptotic theory is a branch of statistics that deals with the behavior of estimators and test statistics as the sample size approaches infinity. This theory provides insights into the properties of statistical procedures, helping to understand their performance in large samples. It is crucial for determining the efficiency and consistency of estimators, as well as for deriving approximations for distributions of test statistics under certain conditions.
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