The Art of Regression Modeling in Road Safety

• Κύριος συγγραφέας: Hauer, Ezra (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Θέματα: Engineering.; Statistics.; Quality control.; Reliability.; Industrial safety.; Transportation engineering.; Traffic engineering.; Transportation Technology and Traffic Engineering.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Quality Control, Reliability, Safety and Risk.

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...

Πίνακας περιεχομένων:

• 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.