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Diskrete Wahlmethoden für Verkehrssystemanalyse

BGU70004Master's Modules6 ECTSEnglishwinter semesterLehrstuhl für Vernetzte Verkehrssysteme (Prof. Antoniou)
AI-edited module sheet. Based on the TUMonline module description, edited for readability.Original in TUMonline

What it is about

You will gain an overview of tools and methods for specifying and estimating discrete choice models for traffic system analysis. In the end you will be able to specify, estimate and interpret various models (e.g., Logit, Probit, Nested Logit, Mixed Logit, Latent Class), as well as design data collection and questionnaires for Revealed- and Stated-Preference studies.

What you will be able to do

  • Master theoretical foundations of decision modeling
  • Specify Logit-, Probit-, and extended discrete choice models
  • Estimate models and perform specification tests
  • Plan Stated- and Revealed-Preference data collection and design questionnaires
  • Apply simulation-based and Bayesian estimation methods
  • Use software tools like pythonbiogeme and R for model evaluation

What the module consists of

  • Vorlesung mit integrierten ÜbungenConveying theoretical foundations and practical calculation examples; direct application to practice-oriented investigations

Teaching method

  • PowerPoint lectures supported by images/possibly films and discussionsExplanation of model components, investigation methods and survey data
  • Calculation examples from practice-oriented investigationsIllustration of quantitative methods for data analysis, modeling and interpretation of model results

Dates

Lecture with exerciseDiscrete Choice Methods for Transportation Systems Analysis

  • Mon16:45–20:001402, Hörsaal o. Exp.-Bühne (0504.01.402)
    15× · 12.10.–01.02.
    • 12.10.
    • 19.10.
    • 26.10.
    • 02.11.
    • 09.11.
    • 16.11.
    • 23.11.
    • 30.11.
    • 07.12.
    • 14.12.
    • 21.12.
    • 11.01.
    • 18.01.
    • 25.01.
    • 01.02.

From the current semester, not binding.

Show TUMonline data
Sprache
Englisch
Turnus
Wintersemester
Modulniveau
Master
Moduldauer
Einsemestrig
Gesamtstunden
180
Präsenzstunden
60
Eigenstudiumstunden
120
Organisationsname
Lehrstuhl für Vernetzte Verkehrssysteme (Prof. Antoniou)

Courses

  • Diskrete Wahlmethoden für Verkehrssystemanalyse

Official page in TUMonline · Details are not binding.