Handbook of Choice Modelling: Second Edition

Front Matter
Copyright
Contents
Contributors
1 Introduction to the Handbook of Choice Modelling
Part I Foundations
2 The new science of pleasure: consumer choice behavior and the measurement of well-being
3 Psychological research and theories of preferential choice
4 Model building, inference and interpretation: developing discrete choice models in the age of machine learning
Part II Observing Preferences
5 Choice context
6 Self-tracing and reporting: state-of-the-art in the capture of revealed behaviour
7 Designing and conducting stated choice experiments
8 Best-worst scaling: theory and methods
9 Real choices and hypothetical choices
10 Virtual reality and choice modelling: existing applications and future research directions
Part III Modelling Heterogeneity
11 Nonparametric approaches to describing heterogeneity
12 Attribute processing as a behavioural strategy in stated preference choice making
13 Alternative decision rules in (travel) choice models: a review and critical discussion
14 Latent class structures: taste heterogeneity and beyond
Part IV Extended Data and Modelling Frameworks
15 Models for ordered choices
16 Activity and transportation decisions within households
17 Multiple discrete-continuous choice models: a reflective analysis and a prospective view
18 Hybrid choice models
19 Hybrid choice models: the identification problem
20 Dynamic choice models
Part V Specification, Estimation and Inference
21 Numerical methods for optimization-based model estimation and inference
22 Bayesian estimation of random utility models
23 Endogeneity in discrete choice models
24 Sampling and discrete choice
Part VI Analysis and Use of Results
25 Appraisal
26 Forecasting choice
Index