Titlebook: Combining Soft Computing and Statistical Methods in Data Analysis; Christian Borgelt,Gil González-Rodríguez,Olgierd H Conference proceedin

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Possibilistic Coding: Error Detection vs. Error Correction,Possibilistic information theory is a flexible approach to old and new forms of coding; it is based on possibilities and patterns, rather than pointwise probabilities and traditional statistics. Here we fill up a gap of the possibilistic approach, and extend it to the case of error detection, while so far only error correction had been considered.

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Coherent Correction for Conditional Probability Assessments with R,We present an R implementation for a procedure proposed to correct incoherent conditional probability assessments. We obtain a coherent correction . for the initial assessment . given on a family . of conditional events by minimizing a discrepancy measure between . and the set of all probability distributions over the sample space spanned by ..

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Inferential Rules for Weak Graphoid,We deal with the problem of computing efficiently the closure of a set of independencies, compatible with a coherent conditional probability, under cs–independence. For this aim we provide two inferential rules, which allow to build a basis for the closure.

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Tünde Jakab,Irina Mitrea,Marius Mitreanced by outliers in the upper tail of the income distribution. This paper investigates the use of robust Pareto tail modeling to reduce the influence of outlying observations. In a simulation study, different methods are evaluated with respect to their effect on the quintile share ratio and the Gini

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