🧠📔 Diario Travel Demand & Behavioural Modeling

📆 18-02-2025 - Tue

📝 Theory

00 - Intro to subject - TDBM:

📆 04-03-2025 - Tue

📝 Theory

02 - Data and Space - TDBM

• Data collection means
• Survey types
• Questionnaire design
• Survey design
• Probability sampling and statistical issues
• Sampling theory
• Specifics on simple random sampling

✏️ Projects

Assignment grading:

• Presentation
• Exploratory data analysis (Uni EDA)
• Generation
  • Modeling generation with just numeric vars
  • Modeling generation adding factors
  • Diagnostic for generation - exNormality
  • Interpretation - Model equation and interpretation
• Attraction
  • Modeling attraction with just numeric vars
  • Modeling attraction adding factors
  • Diagnostic for attraction - Normality
  • Interpretation - Model equation and interpretation
• Forecasting generation
• Forecasting attraction

📆 11-03-2025 - Tue

📝 Theory

02 - Data and Space - TDBM

• Point estimation
• Inference of population mean
• Inference of population proportion

📆 18-03-2025 - Tue

📝 Theory

03 - Trip generation modeling - TDBM

• Intro
• Growth factor
• Category (cross classification) analysis
• Linear regression models

📆 25-03-2025 - Tue

📝 Theory

04 - Trip Distribution Modeling - TDBM

• Introduction
• Models overview
  • Gravitational
  • Entropy
• Growth factor
  • uniform
  • simply constrained
  • doubly constrained

📆 03-04-2025 - Thu

📝 Theory

04 - Trip Distribution Modeling - TDBM

• Hyman's method