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On the validation of fiducial techniques
Authors:Andr Plante
Institution:André Plante
Abstract:A structured model is essentially a family of random vectors Xθ defined on a probability space with values in a sample space. If, for a given sample value x and for each ω in the probability space, there is at most one parameter value θ for which Xθ(ω) is equal to x, then the model is called additive at x. When a certain conditional distribution exists, a frequency interpretation specific to additive structured models holds, and is summarized in a unique structured distribution for the parameter. Many of the techniques used by Fisher in deriving and handling his fiducial probability distribution are shown to be valid when dealing with a structured distribution.
Keywords:Structured distribution  fiducial distribution  structured model  sufficient statistic  ancillary statistic  upper and lower probabilities  structural methods  Behrens-Fisher solution
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