definition 11.59 Regularity conditions

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definition 11.59: Regularity conditions11.59definition 11.60: Score and Fisher information11.60definition 11.53: Statistical model11.53lemma A.209: Uniform third-order remainderA.209lemma 11.61: Score identities11.61remark 11.90: Failure I: a parameter on the boundary11.90theorem 11.64: Cramér–Rao inequality11.64theorem 11.67: Asymptotics of the MLE11.67theorem 11.88: Wilks11.88proposition 113.15: Why categorizing helps, and by how much113.15proposition 11.72: Nuisance parameters cost information11.72definition 11.54: Likelihood11.54definition 11.74: Hypotheses and tests11.74theorem 7.38: Taylor's theorem with Lagrange remainder7.38corollary A.210: Uniform quadratic approximation on the n^-1/2 scaleA.210lemma A.211: Root-n localisationA.211proof : app:A-long-proofs@proof-127proofexample 11.62: Information in a counting experiment11.62lemma A.208: The three averagesA.208proof : ch:09-probability-statistics@proof-23proofcorollary 11.89: Degrees of freedom with nuisance parameters11.89lemma 11.63: Cauchy–Schwarz for random variables11.63corollary 11.65: When the bound is attained11.65proof : ch:09-probability-statistics@proof-25proofcorollary 11.51: Weak law of large numbers11.51definition 11.56: Maximum-likelihood estimator11.56lemma 11.52: Slutsky11.52theorem 11.46: Central limit theorem, Lindeberg–Lévy11.46proof : ch:09-probability-statistics@proof-27proofproof : ch:09-probability-statistics@proof-29proofdefinition 11.80: Chi-squared11.80definition 11.87: Likelihood-ratio test statistic11.87lemma 11.83: Gaussian quadratic forms11.83proof : ch:09-probability-statistics@proof-38proofproof : ch:09-probability-statistics@proof-39proofproof : ch:09-probability-statistics@prooflink-4proof

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typedirectionnode provenancewhere
depends_on Score and Fisher information declared parts/02-mathematical-methods/09-probability-statistics.tex:1691
depends_on Statistical model declared parts/02-mathematical-methods/09-probability-statistics.tex:1691
depends_on Uniform third-order remainder declared appendices/A-long-proofs.tex:10567
depends_on Score identities declared parts/02-mathematical-methods/09-probability-statistics.tex:1725
depends_on Failure I: a parameter on the boundary declared parts/02-mathematical-methods/09-probability-statistics.tex:2858
depends_on Cramér–Rao inequality declared parts/02-mathematical-methods/09-probability-statistics.tex:1849
depends_on Asymptotics of the MLE declared parts/02-mathematical-methods/09-probability-statistics.tex:1949
depends_on Wilks declared parts/02-mathematical-methods/09-probability-statistics.tex:2720