For any which is an interior point of the natural parameter space, the expectations and covariances

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For any θ which is an interior point of the natural parameter space, the expectations and covariances of the statistics Tj in the exponential family (2.35) are given by E [Tj (X)] = −∂ log C(θ)

∂θj

(j = 1,...,k), E [Ti(X)Tj (X)] − [ETi(X)ETj (X)] = −∂2 log C(θ)

∂θi∂θj

(i, j = 1,...,k).

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Testing Statistical Hypotheses

ISBN: 9781441931788

3rd Edition

Authors: Erich L. Lehmann, Joseph P. Romano

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