Behavioural response and form of the representative component of the indirect utility function in travel choice models |
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Authors: | David A. Hensher Lester W. Johnson |
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Affiliation: | Macquarie University, North Ryde, NSW 2113, Australia |
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Abstract: | In the last ten years, discrete-choice modelling using techniques of multinomial logit and multinomial probit, have been increasingly used in a wide range of applications. One area of recent interest is the functional form of the representative component of the preference function. In this paper we draw together a number of approaches used to investigate alternative functional form, and then develop in some detail one procedure — known as the Box-Tukey statistical search approached. While this is not a substitute for direct behavioural specification, it does provide a useful complementary basis for identifying the sensitivity of key policy parameters (e.g., elasticities) to varying functional form. The empirical illustration is drawn from analysis of a mode choice data set. |
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