A nested recursive logit model for route choice analysis

• Main Authors: MAI, Tien, FOSGERAU, Mogens, FREJINGER, Emma
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2015
• Subjects: Route choice modeling; Nested recursive logit; Substitution patterns; Value iterations; Maximum likelihood estimation; Cross-validation; Databases and Information Systems; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/5288; https://ink.library.smu.edu.sg/context/sis_research/article/6291/viewcontent/1_s2.0_S0191261515000582_main.pdf
• Institution: Singapore Management University

We propose a route choice model that relaxes the independence from irrelevant alternatives property of the logit model by allowing scale parameters to be link specific. Similar to the recursive logit (RL) model proposed by Fosgerau et al. (2013), the choice of path is modeled as a sequence of link c...