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The paper compares dierent estimation strategies of ordered response models in the presence of non-random unobserved heterogeneity. By running Monte Carlo simulations with a range of randomly generated panel data of diering cross-sectional and longitudinal dimension sizes, we assess the consistency and eciency of stan

Ordered Response Models and Non-Random Personality Traits: Monte Carlo Simulations and a Practical Guide