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Quantitative Methods for Analysing Travel Behaviour of Individuals

McFadden, Daniel·2021·Behavioural Travel Modelling

Abstract

This chapter is concerned with quantitative methods for the analysis of travel behaviour of individuals. It reviews some of the recent developments in model specification, estimation, model evaluation and testing, and aggregation and forecasting. Topics in model specification include the multinomial-probit model and its computation, and generalised-extreme value models and their relation to sequential models. Topics in estimation methods include the use of choice-based samples, sample designs and incomplete choice sets. Model evaluation topics include prediction-success tables and diagnostic tests of specification. Aggregation and forecasting topics include aggregation by the Clark method, synthesis of the distribution of explanatory variables, and the calculus of demand elasticities.

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Metadata

Authors
McFadden, D.
Venue
Behavioural Travel Modelling
Publisher
Routledge
Published
2021-04-02
Pages
279-318
OpenAlex
W1593602309
Cited by
567
References
0
FWCI
105.45
Type
book chapter
Language
en
Open access
closed

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CoChat. (2026). Citation check: Quantitative Methods for Analysing Travel Behaviour of Individuals. https://app.cochat.ai/papers/10.4324/9781003156055-18
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McFadden, D. (2021). Quantitative Methods for Analysing Travel Behaviour of Individuals. Behavioural Travel Modelling. https://doi.org/10.4324/9781003156055-18

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Bibliographic data: Semantic Scholar, OpenAlex, Crossref.

Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.