Maximum Uncertainty Procedures for Interval-Valued Probability Distributions

03/27/2013

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by   Michael Pittarelli, et al.

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Measures of uncertainty and divergence are introduced for interval-valued probability distributions and are shown to have desirable mathematical properties. A maximum uncertainty inference procedure for marginal interval distributions is presented. A technique for reconstruction of interval distributions from projections is developed based on this inference procedure