Our goal in this chapter is to explain concretely how to implement simulation methods in a very general class of models that are extremely useful in applied work: dynamic discrete choice models where one has available a panel of multinomial choice histories and partially observed payoffs....

This study develops practical methods for Bayesian nonparametric inference in regression models. The emphasis is on extending a nonparametric treatment of the regression function to the full conditional distribution. It applies these methods to the relationship of earnings of men in the United...

In recent years, major advances have taken place in three areas of random utility modeling: (1) semiparametric estimation, (2) computational methods for multinomial probit models, and (3) computational methods for Bayesian stimation. This paper summarizes these developments and discusses their...

This study develops practical methods for Bayesian nonparametric inference in regression models. The emphasis is on extending a nonparametric treatment of the regression function to the full conditional distribution. It applies these methods to the relationship of earnings of men in the United...

We describe how to recursively simulate choice probabilities in the multiperiod multinomial probit model using the GHK algorithm. We also provide GAUSS code to implement the method.

I highlight some of the key econometric problems facing the literature on FDI spillovers. For the most part, the existing literature takes the approach of estimating production functions in which the total factor productivity (TFP) of the domestic firms in a particular industry/country is...

This paper challenges the conventional wisdom that income and consumption inequality in Poland increased substantially following the economic transition in 1989–90. Using microdata from the 1985–92 Household Budget Surveys, we find that overall income inequality increased in 1989 but...

The workhorse brand choice models in marketing are the multinomial logit (MNL) and nested multinomial logit (NMNL). These models place strong restrictions on how brand share and purchase incidence price elasticities are related. In this paper, we propose a new model of brand choice, the “price...

Much research sponsored by the Department of Agriculture's Food and Nutrition Service (FNS) has evaluated the effects of the Food Stamp Program (FSP) and other food and nutrition programs on outcomes of interest (e.g., dietary intake or food expenditures). Of course, the problem of...

The aim of this paper is to explore the links between brand equity, consumer learning and consumer choice processes in general, and considering two recent trends in the market place: store brands and the Internet. We first review the advances that have occurred in brand equity research in...