Limiting Behaviour

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August 31, 2024 4 min read Definitions

Asymptotic Theory: Understanding the Limiting Behaviour of Estimators

Mathematics Statistics Asymptotic Theory Estimators Sample Size Limiting Behaviour Distributions

Asymptotic Theory delves into the limiting behaviour of estimators and functions of estimators, their distributions, and moments as the sample size approaches infinity. It provides approximations in finite sample inference when the true finite sample properties are unknown.

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