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Modeling of transport demand : analyzing, calculating, and forecasting transport demand /
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
[Place of publication not identified] :
Elsevier,
[2019]
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| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- Intro; Title page; Table of Contents; Copyright; Dedication; Preface; Chapter 1. Transport Demand and Factors Affecting It; 1.1. The Basic Definitions Related to Transport Demand; 1.2. Historical Evolution of Transport Modes and Demand; 1.3. How Transport Demand Affects the Transport System; 1.4. The Overwhelming and Revolutionary Effects of New Technologies; 1.5. Evolution Over Time of the Principal Drivers of Transport Demand; 1.6. How Transport Demand Affects the Planning of the Transport System; 1.7. Transport Demand and Economic Activity: Coupling and Decoupling.
- 1.8. Factors of the Internal and External Environment of Transport and Effects on Demand1.9. Transport Demand and Elasticities; Chapter 2. Evolution and Trends of Transport Demand; 2.1. Description of Transport Demand: Data, Surveys, and Degree of Accuracy; 2.2. Evolution and Trends of the Modal Split of Each Transport Mode in the Transport Market; 2.3. Evolution and Trends of Air Transport Demand; 2.4. Evolution and Trends of Rail Transport Demand; 2.5. Evolution and Trends of Road Transport Demand; 2.6. Evolution and Trends Related to Electric Car Technology.
- 2.7. Evolution and Trends of Demand of Metro and Tram2.8. Evolution and Trends of Sea Transport Demand; Chapter 3. Methods of Modeling Transport Demand; 3.1. Structure and Variables of a Transport Demand Model; 3.2. Transport Demand in a Deterministic or Probabilistic Approach; 3.3. The Choice by a Traveler of a Transport Mode-Utility Theories and Generalized Cost of Transport; 3.4. Quantitative and Qualitative Methods for Transport Demand; 3.5. Aggregate and Disaggregate Models; 3.6. Models Based on Statistics and Computational Intelligence.
- 3.7. Model Selection, Calibration, Estimation, and Validation3.8. Qualitative Methods of Forecast of Transport Demand; 3.9. Quantitative Methods of Forecast of Transport Demand; 3.10. A Panorama of the Various Qualitative and Quantitative Methods; 3.11. Statistical and Other Methods Used in Quantitative Methods; 3.12. Selection of the Appropriate Model of Forecast of Transport Demand; 3.13. Big Data and Transport Demand; Chapter 4. Executive Judgment, Delphi, Scenario Writing, and Survey Methods; 4.1. The Executive Judgment Method; 4.2. The Delphi Method; 4.3. The Scenario Writing Method.
- 4.4. Survey MethodsChapter 5. Statistical Methods for Transport Demand Modeling; 5.1. An Overview of the Minimum Statistical Background for Transport Demand Modeling; 5.2. Correlation Between Two Variables and Regression Analysis; 5.3. Simple Linear Regression Analysis; 5.4. Multiple Linear Regression Analysis; 5.5. Evaluation of the Significance of the Parameters of a Regression Analysis; 5.6. Pearson Correlation Coefficient; 5.7. Coefficient of Determination; 5.8. Test of Correlation Between Independent Variables-Multicollinearity, Detection, and Removal; 5.9. Residuals of Linear Regression.