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arxiv: 0708.0976 · v1 · submitted 2007-08-07 · 🧮 math.ST · stat.TH

Confidence distribution (CD) -- distribution estimator of a parameter

classification 🧮 math.ST stat.TH
keywords distributionconceptconfidenceestimatorfrequentistinformationparameterarticle
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The notion of confidence distribution (CD), an entirely frequentist concept, is in essence a Neymanian interpretation of Fisher's Fiducial distribution. It contains information related to every kind of frequentist inference. In this article, a CD is viewed as a distribution estimator of a parameter. This leads naturally to consideration of the information contained in CD, comparison of CDs and optimal CDs, and connection of the CD concept to the (profile) likelihood function. A formal development of a multiparameter CD is also presented.

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