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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Related Book For
Testing Statistical Hypotheses
ISBN: 9781441931788
3rd Edition
Authors: Erich L. Lehmann, Joseph P. Romano
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