We propose a Simulated Maximum Likelihood estimation method for the random coefficient logit model using aggregate data, accounting for heterogeneity and endogeneity. Our method allows for two sources of randomness in observed market shares - unobserved product characteristics and sampling...

The concept of overtourism came into existence in the last decade yet it acknowledged in the recent years with a protest. Overtourism is basically related with the travel industry which is encouraging tourists for the sake of economic growth and resulted in the large number of increasing...

Pharmaceutical markets experience the entry of numerous generic firms upon expiration of the brand firm's patent. In this paper, we take a close look at competition among the generic entrants during the first three years after patent expiration and examine whether there is a first mover...

A Simulated Maximum Likelihood (SML) estimator for the random coefficient logit model using aggregate data is found to be more efficient than the widely used Generalized Method of Moments estimator (GMM) of Berry-Levinsohn-Pakes (1995). In particular, the SML estimator is better than the GMM...

We propose a new Bayesian synthetic control framework to overcome limitations of extant synthetic control methods (SCMs). The proposed Bayesian synthetic control methods (BSCMs) do not impose any restrictive constraints on the parameter space a priori. Moreover, they provide statistical...