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== Statistical inference == *[[Statistical inference]] *[[Mathematical statistics]] **[[Likelihood function]] **[[Exponential family]] **[[Fisher information]] **[[Sufficient statistic]] **[[Ancillary statistic]] **[[Minimal sufficiency]] **[[Kullback–Leibler divergence]] **[[Nuisance parameter]] **[[Order statistic]] *[[Bayesian inference]] **[[Bayes' theorem]] **[[Bayes estimator]] **[[Prior distribution]] **[[Posterior distribution]] **[[Conjugate prior]] **[[Posterior predictive distribution]] **[[Hierarchical bayes]] **[[Empirical Bayes method]] *[[Frequentist inference]] **[[Statistical hypothesis testing]] ***[[Null hypothesis]] ***[[Alternative hypothesis]] ***[[P-value]] ***[[Significance level]] ***[[Statistical power]] ***[[Type I and type II errors]] **[[Likelihood-ratio test]] **[[Wald test]] **[[Score test]] **[[Sequential probability ratio test]] **[[Uniformly most powerful test]] **[[Exact test]] **[[Confidence interval]] **[[Prediction interval]] *[[Decision theory]] **[[Optimal decision]] **[[Type I and type II errors]] **[[Decision rule]] **[[Minimax]] **[[Loss function]] ***[[Mean squared error]] ***[[Mean absolute error]] *[[Estimation theory]] **[[Estimator]] **[[Bayes estimator]] **[[Maximum likelihood]] **[[Trimmed estimator]] **[[M-estimator]] **[[Minimum-variance unbiased estimator]] **[[Consistent estimator]] **[[Efficiency (statistics)]] **[[Completeness (statistics)]] *[[Non-parametric statistics]] **[[Nonparametric regression]] **[[Kernel (statistics)|Kernels]] **[[Kernel method]] *[[Statistical learning theory]] **[[Rademacher complexity]] **[[Vapnik–Chervonenkis dimension]] **[[Probably approximately correct learning]]
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