Inoue, Atsushi; Shintani, Mototsugu - In: Quantitative Economics 9 (2019) 3, pp. 1265-1297
In this paper, we establish the consistency of the model selection criterion based on the quasi-marginal likelihood (QML) obtained from Laplace-type estimators. We consider cases in which parameters are strongly identified, weakly identified and partially identified. Our Monte Carlo results...