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- W2623303471 abstract "Entropy criterion is used for constructing a binary response regression model with a logistic link. This approach yields a logistic model with coefficients proportional to the coefficients of linear regression. Based on this property, the Shapley value estimation of predictors’ contribution is applied for obtaining robust coefficients of the linear aggregate adjusted to the logistic model. This procedure produces a logistic regression with interpretable coefficients robust to multicollinearity. Numerical results demonstrate theoretical and practical advantages of the entropy-logistic regression." @default.
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- W2623303471 date "2006-05-01" @default.
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- W2623303471 title "Entropy Criterion In Logistic Regression And Shapley Value Of Predictors" @default.
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- W2623303471 doi "https://doi.org/10.22237/jmasm/1146456480" @default.
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