Highway Safety Analytics and Modeling
Autor Dominique Lord, Xiao Qin, Srinivas R. Geedipallyen Limba Engleză Paperback – 25 feb 2021
- Complements the Highway Safety Manual by the American Association of State Highway and Transportation Officials
- Provides examples and case studies for most models and methods
- Includes learning aids such as online data, examples and solutions to problems
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Specificații
ISBN-13: 9780128168189
ISBN-10: 0128168188
Pagini: 500
Dimensiuni: 152 x 229 x 28 mm
Greutate: 0.67 kg
Editura: ELSEVIER SCIENCE
ISBN-10: 0128168188
Pagini: 500
Dimensiuni: 152 x 229 x 28 mm
Greutate: 0.67 kg
Editura: ELSEVIER SCIENCE
Public țintă
Transportation safety researchers, graduate students, engineers, analysts, and designersCuprins
1. Introduction
Part 1: THEORY AND BACKBROUND
2. Fundamentals and Data Collection
3. Crash-Frequency Modeling
4. Crash-Severity Modeling
Part 2: HIGHWAY SAFETY ANALYSES
5. Exploratory Analysis of Safety Data
6. Cross-sectional and Panel Studies in Safety
7. Before-After Studies in Highway Safety
8. Identification of Hazardous Sites
9. Models for Spatial Data
10. Capacity, Mobility, and Safety
Part 3: ALTERNATIVE SAFETY ANALYSES
11. Surrogate Safety Measures
12. Data Mining and Machine Learning Techniques
Appendix
A. Negative Binomial Regression Models and Estimation Methods
B. Summary of Crash-Frequency and Crash-Severity Models in Highway Safety
C. Computing Codes
D. List of Exercise Data
Part 1: THEORY AND BACKBROUND
2. Fundamentals and Data Collection
3. Crash-Frequency Modeling
4. Crash-Severity Modeling
Part 2: HIGHWAY SAFETY ANALYSES
5. Exploratory Analysis of Safety Data
6. Cross-sectional and Panel Studies in Safety
7. Before-After Studies in Highway Safety
8. Identification of Hazardous Sites
9. Models for Spatial Data
10. Capacity, Mobility, and Safety
Part 3: ALTERNATIVE SAFETY ANALYSES
11. Surrogate Safety Measures
12. Data Mining and Machine Learning Techniques
Appendix
A. Negative Binomial Regression Models and Estimation Methods
B. Summary of Crash-Frequency and Crash-Severity Models in Highway Safety
C. Computing Codes
D. List of Exercise Data