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Eta,disco, odisco,andF
Authors:Louis Guttman
Institution:(1) The Hebrew University of Jerusalem, Israel;(2) The Israel Institute of Applied Social Research, Israel;(3) 2664 Lowell Road, 48103 Ann Arbor, MI
Abstract:Two coefficients are proposed for measuring the extent of overlap in distributions as a direct function of the variance between the arithmetic means (“disco” and “odisco”). They are designed to answer such questions as: “Given the value of a numerical variablex, to which population should an individual be assigned so that minimum error would be incurred?” This is just the reverse of the question addressed by ANOVA. These coefficients are shown to be analytic inx and they are related to Pearson's eta and Fisher'sF. Extensions of these coefficients (designed for univariate, one-way discrimination) tok-way and multivariate discriminant analysis and measurement of “interaction” are suggested.
Keywords:discriminant analysis  discriminant coefficients  F  eta  monotonicity coefficients  consistent statistics  cumulative science  ANOVA  size of effect  interaction
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