作者
Akshay Vij, Joan L Walker
发表日期
2016/8/1
期刊
Transportation Research Part B: Methodological
卷号
90
页码范围
192-217
出版商
Pergamon
简介
Integrated Choice and Latent Variable (ICLV) models are an increasingly popular extension to discrete choice models that attempt explicitly to model the cognitive process underlying the formation of any choice. This study was born from the discovery that an ICLV model can in many cases be reduced to a choice model without latent variables that fits the choice data at least as well as the original ICLV model from which it was obtained. The failure of past studies to recognize this fact raised concerns about other benefits that have been claimed with regards to the framework. With the objective of addressing these concerns, this study undertakes a systematic comparison between the ICLV model and an appropriately specified reduced form choice model. We derive analytical proofs regarding the benefits of the framework and use synthetic datasets to corroborate any conclusions drawn from the analytical proofs. We …
学术搜索中的文章
A Vij, JL Walker - Transportation Research Part B: Methodological, 2016
A Vij, JL Walker - International Choice Modelling Conference 2015, 2015