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We focus on the prior for the covariance matrix in Bayesian estimation and investigate the effect of Inverse Wishart priors, the Separation Strategy, Scaled Inverse Wishart and Huang Half-t priors.
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Bayesian Estimation of Mixed Logit Models: Selecting an Appropriate Prior for the Covariance Matrix