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October 8, 2025Open Access

Approximation Techniques for the Reconstruction of the Probability Measure and the Coupling Parameters in a Curie-Weiss Model for Large Populations

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The estimator provides a low-cost solution for reconstructing the probability measure in large populations.
Under certain conditions, the estimator proves to be consistent and asymptotically normal.
The Curie-Weiss model effectively measures social cohesion through its coupling parameters.
Estimating optimal weights in voting systems is addressed as a significant application of the findings.

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Analysis demonstrates efficient estimation of coupling parameters in large populations, suggesting new applications in social sciences.

Ballesteros et al. (2025) studied this question.

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