Discrete Choice Modeling
نویسندگان
چکیده
منابع مشابه
Predicting customer choice in services using discrete choice analysis
R. Verma G. R. Plaschka B. Hanlon A. Livingston K. Kalcher This paper presents an overview of the science and art of discrete choice modeling for service sector applications. With the ongoing momentum of service science, management, and engineering, the discrete choice modeling approach provides a sophisticated tool kit for assessing the needs and preferences of service customers. We provide di...
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This chapter discusses the importance of discrete choice and discrete-continuous modeling methods in the cost-benefit evaluation of transportation infrastructure improvement and other related projects. Specifically, discrete choice and discrete-continuous methods constitute the backbone of travel demand models that are used to predict travel characteristics and usage of transportation services ...
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Econometric discrete choice analysis is an essential component of studying individual choice behavior. In this chapter, we provide an overview of the motivation for, and structure of, advanced discrete choice models derived from random-utility maximization. 2 Handbook of Transport I: Transport Modeling
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The value of travel time savings (VTTS) is the monetary value attached to save a determined amount of travel time. VTTS is also the most important benefit category aimed at justifying investments in transport infrastructures by public administrations. Hence VTTS played a significant role in various economic studies, both analytical and empirical (Zamparini & Reggiani, 2007). "It is difficult to...
متن کاملAccommodating Spatial Correlation across Choice Alternatives in Discrete Choice Models: an Application to Modeling Residential Location Choice Behavior
This paper presents a modeling methodology capable of accounting for spatial correlation across choice alternatives in discrete choice modeling applications. Many location choice (e.g., residential location, workplace location, destination location) modeling contexts involve choice sets where alternatives are spatially correlated with one another due to unobserved factors. In the presence of su...
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