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Inference and estimation

Fit parameters by likelihood, know the limit on their precision, test them, and shrink them when the sample is small.

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  1. Maximum likelihood estimation

    10 cards

  2. Fisher information and the Cramér-Rao bound

    9 cards

  3. Likelihood ratio tests

    10 cards

  4. Shrinkage and empirical Bayes

    10 cards