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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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Hauer, Ezra (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edition:1st ed. 2015.
Subjects:
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.
Online Access:Texto Completo
Table of Contents:
  • 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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