LEADER 02623oam 2200373z- 450 001 9911007143603321 005 20230120003442.0 010 $a9780443300264 010 $a0443300267 010 $a9780128168196 010 $a0128168196 010 $a9780128168189 010 $a0128168188 035 $a(CKB)4100000011777292 035 $a(MiAaPQ)EBC6501455 035 $a(VLeBooks)9780128168196 035 $a(EXLCZ)994100000011777292 100 $a20210316c2021uuuu -u- - 101 0 $aeng 200 $aHighway Safety Analytics and Modeling 210 $aAmsterdam $cElsevier$d2021 215 $a1 online resource 327 $aFundamentals and data collection -- Crash--frequency modeling -- Crash-severity modeling -- Exploratory analyses of safety data -- Cross-sectional and panel studies in safety -- Before--after studies in highway safety -- Identification of hazardous sites -- Models for spatial data -- Capacity, mobility, and safety -- Surrogate safety measures -- Data mining and machine learning techniques -- Appendix A: Negative binomial regression models and estimation methods -- Appendix B: Summary of crash-frequency and crash-severity -- Appendix C: Computing codes -- Appendix D: List of exercise datasets. 330 $a"Highway Safety Analytics and Modeling comprehensively covers the key elements needed to make effective transportation engineering and policy decisions based on highway safety data analysis in a single reference. The book includes all aspects of the decision-making process, from collecting and assembling data to developing models and evaluating analysis results. It discusses the challenges of working with crash and naturalistic data, identifies problems and proposes well-researched methods to solve them. Finally, the book examines the nuances associated with safety data analysis and shows how to best use the information to develop countermeasures, policies, and programs to reduce the frequency and severity of traffic crashes. Key features: Complements the Highway Safety Manual published 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 solution to problems"--Back cover. 606 $aTraffic safety 615 0$aTraffic safety. 676 $a363.125 701 $aLord$b Dominique$0759654 701 $aQin$b Xiao$01824568 701 $aGeedipally$b Srinivas R$01824569 906 $aBOOK 912 $a9911007143603321 996 $aHighway Safety Analytics and Modeling$94391788 997 $aUNINA