Statistical mechanics of choice: MaxEnt estimation of population heterogeneity

Statistical mechanics of choice: MaxEnt estimation of population heterogeneity

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Article ID: iaor19971731
Country: Netherlands
Volume: 68
Issue: 1
Start Page Number: 161
End Page Number: 180
Publication Date: Nov 1996
Journal: Annals of Operations Research
Authors:
Keywords: entropy
Abstract:

The paper studies heterogeneity of large populations of decision-makers in terms of their choice behavior. It is argued that heterogeneity measures may be deduced from the aggregate data by application of the Maximum Entropy formalism. The case of the aggregate data being comprised of value shares is studied in detail; it is shown that the estimate of heterogeneity belongs to the product-form family of probability distributions.

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