Lab for Innovative Infrastructure Systems > Research Activities > Lab Seminars > Basic/Programming Seminar on Transportation Theory (Y2017)

Basic/Programming Seminar on Transportation Theory (Y2017)

As a start-up, Fukuda Laboratory conducts a basic seminar on the three major basic theories required for traffic analysis in the first 2-3 months of the academic year. In 2017, the seminar aimed at to learn the basic theories and application methods (programming skills) for the two topics of “travel behavior analysis” and “traffic network analysis”. The seminar was held in the graduate course of Prof. Marco Nie on “Traffic Flow Theory”.]

Textbooks used:

  • “Analysis and Modeling of Traffic Behavior: Theory/Model/Survey/Application” (Ryuichi Kitamura and Takayuki Morikawa [editors])
  • “Equilibrium Analysis of Transportation Networks” (JSCE [editor])

Programming languages used:

  • Python (some functions in Pythonbiogeme)
  • R

【Introduction】

 

【Travel Behavior Analsis Seminar】

  • 4-5:　Travel behavior theory & Travel behavior scheme　04_01.pdf
  • 4-5:　Travel Behavior Analysis & Econometric Approach to Behavior Analysis　04_02.pdf
  • (P) Estimation of multinomial logit model (R, Python)　05Py.pdf05R.pdf05code.zip

 

  • 6-7:　　Modeling: Discrete and continuous choice models, simultaneous equation models　06_01.pdf
  • 6-7:　　Structural equation models, Dynamic models & Survival time models　06_02.pdf
  • (P) Full information maximum likelihood method　07Py.pdf
  • (P) Estimation of survival time model　07R.pdf07code.zip

 

  • 8-9:　　Phenomenon analysis: Trip frequency, destination, transportation, route choice　 Activity-Based Approach　08_01.pdf
  • 8-9:　　Phenomenon analysis: Car ownership Analysis of non-routine (holiday) traffic　08_02.pdf
  • (P) Tourism Wi-Fi data analysis　09R_1.pdf09R_2.pdf09code.zip

 

【Traffic Network Analysis】

 

 

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