Using hierarchical tree-based regression model to examine university student travel frequency and mode choice patterns in China

2016 ◽  
Vol 45 ◽  
pp. 55-65 ◽  
Author(s):  
Guangjun Zhan ◽  
Xuedong Yan ◽  
Shanjiang Zhu ◽  
Yun Wang
Keyword(s):  
Regression Model ◽  
Mode Choice ◽  
University Student ◽  
Hierarchical Tree ◽  
Student Travel

Using Poisson Regression Model to Examine Student Travel Frequency Patterns in Beijing

2014 ◽  
Vol 1030-1032 ◽  
pp. 2738-2741
Author(s):  
Guang Jun Zhan
Keyword(s):  
University Students ◽  
Regression Model ◽  
Poisson Regression ◽  
Family Income ◽  
Influence Factors ◽  
Poisson Regression Model ◽  
Web Based ◽  
Study Results ◽  
Online Travel ◽  
Student Travel

This paper applies Poisson regression model to examine university students' travel frequencies and relevant influence factors, using the data collected from four universities in Beijing by a web-based online travel survey. It finds that student grade, family income and school attended have significant effects on students' travel frequency. The study results reveal students travel frequency characteristics at a disaggregate level and provide information to well understand student travel frequency patterns.

scholarly journals The University Student Travel Market: Motivations and Preferences for Activities

2015 ◽  
Vol 20 (4) ◽  
pp. 399-412 ◽  
Author(s):  
Uan Xiao ◽  
Kevin Kam Fung So ◽  
Ying Wang
Keyword(s):  
University Student ◽  
The University ◽  
Student Travel

scholarly journals Cluster-Based Logistic Regression Model for Holiday Travel Mode Choice

2016 ◽  
Vol 137 ◽  
pp. 729-737 ◽  
Author(s):  
Juan Li ◽  
Jinxian Weng ◽  
Chunfu Shao ◽  
Hongwei Guo
Keyword(s):  
Logistic Regression ◽  
Regression Model ◽  
Logistic Regression Model ◽  
Mode Choice ◽  
Travel Mode ◽  
Travel Mode Choice

scholarly journals Habit discontinuity and student travel mode choice

2019 ◽  
Vol 64 ◽  
pp. 1-13 ◽  
Author(s):  
Paul Haggar ◽  
Lorraine Whitmarsh ◽  
Stephen M. Skippon
Keyword(s):  
Mode Choice ◽  
Travel Mode ◽  
Travel Mode Choice ◽  
Student Travel
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