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MLE.md

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Maximum likelihood estimators have nice properties.

  • Large sample normality
  • Asymptotically consistent, i.g. converge to true parameter as n increases
  • Asymptotically efficient, i.g. have large sample standard errors no larger than other estimation methods
    [reference](Stat 835 - KUMC lecture note)