Parameter estimates from the choice model identify consumer utility, or marginal utilities in the case of a linear utility function. Utility is the level of satisfaction consumers receive from products with specific attributes and is determined from the parameter estimates in the model.
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⊗ is the Kronecker rowwise product

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the numerator calculates for the j'th alternative actually chosen

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the denominator sums over the m choices presented to the subject for that trial
