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.

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

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.- 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

Changes to corporate structure, including the role of the corporate headquarters, have been key factors in bringing about economic reform in China. In this penetrating and insightful book, Xiao questions the conventional theory of the firm, arguing that the ultimate goal of the headquarters of modern large corporations is to function as a substitute for the market, and introducing a new explanation for the nature of the firm - the 'substitution function model'. He provides an insider's account of the reforms in CITIC, and as such this is a rare narrative that should be essential reading for scholars and practitioners who care about the theory and practice of the firm, in particular in the context of Chinese enterprise reform.

Changes to corporate structure, including the role of the corporate headquarters, have been key factors in bringing about economic reform in China. In this penetrating and insightful book, Xiao questions the conventional theory of the firm, arguing that the ultimate goal of the headquarters of modern large corporations is to function as a substitute for the market, and introducing a new explanation for the nature of the firm - the 'substitution function model'. He provides an insider's account of the reforms in CITIC, and as such this is a rare narrative that should be essential reading for scholars and practitioners who care about the theory and practice of the firm, in particular in the context of Chinese enterprise reform.

Highway Safety Analytics and Modeling, Second Edition comprehensively covers the key elements for effective transportation engineering and policy decisions based on highway safety data analysis in a single reference. It includes all aspects of the decision-making process, from collecting and assembling data to developing models and evaluating results. It discusses the challenges of working with crash and naturalistic data, identifies problems, and proposes well-researched methods to solve them. It 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.This thoroughly updated second edition updates the material contained in the book based on the latest advancements in highway safety research as well as feedback from readers. It includes entirely new sections on topics such as digital twins as a source of data, model validation, extreme value models, temporal instability, joint crash frequency and severity modeling, sample size, quasi-induced exposure method, autonomous vehicle safety estimate, and more.This book serves as a valuable reference for students, researchers, and practitioners alike. It provides more examples and exercises to help in using the book for courses, and it continues to complement the Highway Safety Manual (HSM) published by the American Association of State Highway and Transportation Officials (AAHSTO), thus helping in the training of engineers and practitioners to better understand the concepts and methods outlined in the forthcoming HSM.Offers a better understanding of the nuances associated with safety data (such as low sample mean, small sample size, and repeated measurement)Provides examples and exercises not available in research papers as well as learning aids such as online datasets and slidesComplements the Highway Safety Manual by the American Association of State Highway and Transportation Officials

Highway Safety Analytics and Modeling, Second Edition comprehensively covers the key elements for effective transportation engineering and policy decisions based on highway safety data analysis in a single reference. It includes all aspects of the decision-making process, from collecting and assembling data to developing models and evaluating results. It discusses the challenges of working with crash and naturalistic data, identifies problems, and proposes well-researched methods to solve them. It 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.This thoroughly updated second edition updates the material contained in the book based on the latest advancements in highway safety research as well as feedback from readers. It includes entirely new sections on topics such as digital twins as a source of data, model validation, extreme value models, temporal instability, joint crash frequency and severity modeling, sample size, quasi-induced exposure method, autonomous vehicle safety estimate, and more.This book serves as a valuable reference for students, researchers, and practitioners alike. It provides more examples and exercises to help in using the book for courses, and it continues to complement the Highway Safety Manual (HSM) published by the American Association of State Highway and Transportation Officials (AAHSTO), thus helping in the training of engineers and practitioners to better understand the concepts and methods outlined in the forthcoming HSM.- Offers a better understanding of the nuances associated with safety data (such as low sample mean, small sample size, and repeated measurement)- Provides examples and exercises not available in research papers as well as learning aids such as online datasets and slides- Complements the Highway Safety Manual by the American Association of State Highway and Transportation Officials

Changes to corporate structure, including the role of the corporate headquarters, have been key factors in bringing about economic reform in China. In this penetrating and insightful book, Xiao questions the conventional theory of the firm, arguing that the ultimate goal of the headquarters of modern large corporations is to function as a substitute for the market, and introducing a new explanation for the nature of the firm - the ''substitution function model''. He provides an insider''s account of the reforms in CITIC, a rare narrative that should be essential reading for scholars and practitioners who care about the theory and practice of the firm, in particular in the context of Chinese enterprise reform.

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.

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

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.- 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

Changes to corporate structure, including the role of the corporate headquarters, have been key factors in bringing about economic reform in China. In this penetrating and insightful book, Xiao questions the conventional theory of the firm, arguing that the ultimate goal of the headquarters of modern large corporations is to function as a substitute for the market, and introducing a new explanation for the nature of the firm - the 'substitution function model'. He provides an insider's account of the reforms in CITIC, and as such this is a rare narrative that should be essential reading for scholars and practitioners who care about the theory and practice of the firm, in particular in the context of Chinese enterprise reform.

Changes to corporate structure, including the role of the corporate headquarters, have been key factors in bringing about economic reform in China. In this penetrating and insightful book, Xiao questions the conventional theory of the firm, arguing that the ultimate goal of the headquarters of modern large corporations is to function as a substitute for the market, and introducing a new explanation for the nature of the firm - the 'substitution function model'. He provides an insider's account of the reforms in CITIC, and as such this is a rare narrative that should be essential reading for scholars and practitioners who care about the theory and practice of the firm, in particular in the context of Chinese enterprise reform.

Highway Safety Analytics and Modeling, Second Edition comprehensively covers the key elements for effective transportation engineering and policy decisions based on highway safety data analysis in a single reference. It includes all aspects of the decision-making process, from collecting and assembling data to developing models and evaluating results. It discusses the challenges of working with crash and naturalistic data, identifies problems, and proposes well-researched methods to solve them. It 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.This thoroughly updated second edition updates the material contained in the book based on the latest advancements in highway safety research as well as feedback from readers. It includes entirely new sections on topics such as digital twins as a source of data, model validation, extreme value models, temporal instability, joint crash frequency and severity modeling, sample size, quasi-induced exposure method, autonomous vehicle safety estimate, and more.This book serves as a valuable reference for students, researchers, and practitioners alike. It provides more examples and exercises to help in using the book for courses, and it continues to complement the Highway Safety Manual (HSM) published by the American Association of State Highway and Transportation Officials (AAHSTO), thus helping in the training of engineers and practitioners to better understand the concepts and methods outlined in the forthcoming HSM.Offers a better understanding of the nuances associated with safety data (such as low sample mean, small sample size, and repeated measurement)Provides examples and exercises not available in research papers as well as learning aids such as online datasets and slidesComplements the Highway Safety Manual by the American Association of State Highway and Transportation Officials

Highway Safety Analytics and Modeling, Second Edition comprehensively covers the key elements for effective transportation engineering and policy decisions based on highway safety data analysis in a single reference. It includes all aspects of the decision-making process, from collecting and assembling data to developing models and evaluating results. It discusses the challenges of working with crash and naturalistic data, identifies problems, and proposes well-researched methods to solve them. It 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.This thoroughly updated second edition updates the material contained in the book based on the latest advancements in highway safety research as well as feedback from readers. It includes entirely new sections on topics such as digital twins as a source of data, model validation, extreme value models, temporal instability, joint crash frequency and severity modeling, sample size, quasi-induced exposure method, autonomous vehicle safety estimate, and more.This book serves as a valuable reference for students, researchers, and practitioners alike. It provides more examples and exercises to help in using the book for courses, and it continues to complement the Highway Safety Manual (HSM) published by the American Association of State Highway and Transportation Officials (AAHSTO), thus helping in the training of engineers and practitioners to better understand the concepts and methods outlined in the forthcoming HSM.- Offers a better understanding of the nuances associated with safety data (such as low sample mean, small sample size, and repeated measurement)- Provides examples and exercises not available in research papers as well as learning aids such as online datasets and slides- Complements the Highway Safety Manual by the American Association of State Highway and Transportation Officials

Changes to corporate structure, including the role of the corporate headquarters, have been key factors in bringing about economic reform in China. In this penetrating and insightful book, Xiao questions the conventional theory of the firm, arguing that the ultimate goal of the headquarters of modern large corporations is to function as a substitute for the market, and introducing a new explanation for the nature of the firm - the ''substitution function model''. He provides an insider''s account of the reforms in CITIC, a rare narrative that should be essential reading for scholars and practitioners who care about the theory and practice of the firm, in particular in the context of Chinese enterprise reform.