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Frequentist inference
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Maximum Likelihood, MSE, Fisher Information, Cramér-Rao Bound
Explains maximum likelihood estimation, MSE, Fisher information, and Cramér-Rao bound in statistical inference.
Exponential Family Models: Statistical Inference
Covers exponential family models and their statistical properties, including canonical statistics and cumulant-generating functions.
