The Art of Regression Modeling in Road Safety

This unique book explains how to fashion useful regression models from commonly available data to erect models essential for evidence-based road safety management and research. Composed from techniques and best practices presented over many years of lectures and workshops, The Art of Regression Mode...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Hauer, Ezra (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Temas:
Transportation engineering.
Traffic engineering.
Statistics .
Security systems.
Transportation Technology and Traffic Engineering.
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Security Science and Technology.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • What is what?- A Safety Performance Function for real populations
  • Exploratory data analysis
  • Curve fitting
  • Preparing for parametric curve-fitting: The 'Solver'
  • A first parametric SPF
  • Which fit is fitter?- What to optimize?- Adding variables
  • Choosing the function behind the data
  • Accuracies
  • Closure.

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