46.1 Frequentist inference

Exponential family

https://en.wikipedia.org/wiki/Law_of_total_cumulance

Chapman–Robbins bound

Calculate the power (non-central Chi-square)

Large sample theory

Wilks’ theorem https://en.wikipedia.org/wiki/Wilks%27_theorem

https://en.wikipedia.org/wiki/Relationships_among_probability_distributions

https://en.wikipedia.org/wiki/List_of_convolutions_of_probability_distributions

46.1.1 Estimatation

MLE https://en.wikipedia.org/wiki/Maximum_likelihood_estimation https://en.wikipedia.org/wiki/Method_of_support https://en.wikipedia.org/wiki/Partial_likelihood_methods_for_panel_data https://en.wikipedia.org/wiki/Restricted_maximum_likelihood

L-estimator https://en.wikipedia.org/wiki/L-estimator

M-estimator https://en.wikipedia.org/wiki/M-estimator

Ratio estimator https://en.wikipedia.org/wiki/Ratio_estimator

https://en.wikipedia.org/wiki/Ratio_distribution

Regular estimator https://en.wikipedia.org/wiki/Regular_estimator

Stein estimator https://en.wikipedia.org/wiki/James%E2%80%93Stein_estimator

Hodges’ estimator https://en.wikipedia.org/wiki/Hodges%27_estimator

Hodges–Lehmann estimator https://en.wikipedia.org/wiki/Hodges%E2%80%93Lehmann_estimator

Maximum spacing estimation https://en.wikipedia.org/wiki/Maximum_spacing_estimation

Minimum-distance estimation https://en.wikipedia.org/wiki/Minimum-distance_estimation

Kullback–Leibler divergence

Jensen–Shannon divergence

https://en.wikipedia.org/wiki/Binomial_proportion_confidence_interval https://en.wikipedia.org/wiki/Additive_smoothing#Pseudocount https://en.wikipedia.org/wiki/CDF-based_nonparametric_confidence_interval#Pointwise_band