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On estimation of discriminant coefficients

Dipak K. Dey and C. Srinivasan

Statistics & Probability Letters, 1991, vol. 11, issue 3, 189-193

Abstract: Estimation of discriminant coefficients arises in linear discriminant analysis when the Fisher's linear discriminant function is viewed as the posterior log-odds. Accordingly, we treat the problem of estimating the discriminant coefficients under the quadratic loss. We obtain a class of improved estimators dominating the 'unbiased' estimator, considerably generalizing earlier work of Haff (1986).

Keywords: Wishart; identity; precision; matrix; unbiased; estimator (search for similar items in EconPapers)
Date: 1991
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Citations: View citations in EconPapers (4)

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