Add to ORKGModels of unordered choice typically assume that all agents can choose freely among a known set of choices. Such models have been applied to many problems, including job choice, migration, party switching by politicians, and most frequently, consumer choice. However, in many cases, some choices are excluded from the choice set, though this exclusion is unobserved by the analyst. In this paper, I show how unobserved variation in choice sets can bias estimates from choice models and offer a method that will correct for this bias. The method estimates both predictors of the components of the choice set as well as predictors of choice from whatever options are available. ∗Thanks to Alex Braithwaite for useful suggestions
We model a boundedly rational agent who su¤ers from limited attention. The agent considers each feas...
In repeated choice modelling studies, it is often the case that individuals always select the status...
Chapter 1 introduces and axiomatizes a new class of representations for incomplete preferences calle...
Since the pioneering work by Daniel McFadden, utility-maximization-based multinomial response models...
We provide an introduction to the estimation of discrete choice models when choice sets are heteroge...
This paper considers at the preference information contained in choice set membership. As would be e...
Over the past two decades, validation of choice models has focused on predictive validity rather tha...
We provide a sharp identification region for discrete choice models in which consumers' preferences ...
The authors propose a new model to capture unobserved consideration from discrete choice data. This ...
This paper provides a comprehensive summary of the most promising estimation methods for the (dichot...
In this research, we provide a new method to estimate discrete choice models with unobserved heterog...
We model a boundedly rational agent who suffers from limited attention. The agent considers each fea...
Consideration sets have become a central concept in the study of consumer behavior. Frequently, cons...
This paper presents an econometric technique for circumventing the lack of individual choice data in...
†I am indebted to my advisors Amit Gandhi and Xiaoxia Shi for invaluable guidance and support on thi...
We model a boundedly rational agent who su¤ers from limited attention. The agent considers each feas...
In repeated choice modelling studies, it is often the case that individuals always select the status...
Chapter 1 introduces and axiomatizes a new class of representations for incomplete preferences calle...
Since the pioneering work by Daniel McFadden, utility-maximization-based multinomial response models...
We provide an introduction to the estimation of discrete choice models when choice sets are heteroge...
This paper considers at the preference information contained in choice set membership. As would be e...
Over the past two decades, validation of choice models has focused on predictive validity rather tha...
We provide a sharp identification region for discrete choice models in which consumers' preferences ...
The authors propose a new model to capture unobserved consideration from discrete choice data. This ...
This paper provides a comprehensive summary of the most promising estimation methods for the (dichot...
In this research, we provide a new method to estimate discrete choice models with unobserved heterog...
We model a boundedly rational agent who suffers from limited attention. The agent considers each fea...
Consideration sets have become a central concept in the study of consumer behavior. Frequently, cons...
This paper presents an econometric technique for circumventing the lack of individual choice data in...
†I am indebted to my advisors Amit Gandhi and Xiaoxia Shi for invaluable guidance and support on thi...
We model a boundedly rational agent who su¤ers from limited attention. The agent considers each feas...
In repeated choice modelling studies, it is often the case that individuals always select the status...
Chapter 1 introduces and axiomatizes a new class of representations for incomplete preferences calle...