The Art of Regression Modeling in Road Safety
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Beschreibung
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 Modeling in Road Safety illustrates that fruitful modeling cannot be done without substantive knowledge about the modeled phenomenon. Class-tested in courses and workshops across North America, the book is ideal for professionals, researchers, university professors, and graduate students with an interest in, or responsibilities related to, road safety.
This book also:
· Presents for the first time a powerful analytical tool for road safety researchers and practitioners
· Includes problems and solutions in each chapter as well as data and spreadsheets for running models and PowerPoint presentation slides
· Features pedagogy well-suited for graduate courses and workshops including problems, solutions, and PowerPoint presentations
· Equips readers to perform all analyses on a spreadsheet without requiring mastery of complex and costly software
· Emphasizes understanding without esoteric mathematics
· Makes assumptions visible and explains their role and consequences
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 Modeling in Road Safety illustrates that fruitful modeling cannot be done without substantive knowledge about the modeled phenomenon. Class-tested in courses and workshops across North America, the book is ideal for professionals, researchers, university professors, and graduate students with an interest in, or responsibilities related to, road safety.
This book also:
· Presents for the first time a powerful analytical tool for road safety researchers and practitioners
· Includes problems and solutions in each chapter as well as data and spreadsheets for running models and PowerPoint presentation slides
· Features pedagogy well-suited for graduate courses and workshops including problems, solutions, and PowerPoint presentations
· Equips readers to perform all analyses on a spreadsheet without requiring mastery of complex and costly software
· Emphasizes understanding without esoteric mathematics
· Makes assumptions visible and explains their role and consequences
Presents for the first time a powerful analytical tool for road safety researchers and practitioners Includes problems/solutions within each chapter, data and spreadsheets for running models, and PowerPoint presentation slides Features pedagogy well suited for graduate courses and workshops including problems, solutions, and PowerPoint presentations Equips readers to perform all analyses on a spreadsheet without requiring mastery of complex and costly software Emphasizes understanding without esoteric mathematics Makes assumptions visible and explains their role and consequences Includes supplementary material: sn.pub/extras Request lecturer material: sn.pub/lecturer-material
Autor*in
Ezra Hauer
Themen in »The Art of Regression Modeling in Road Safety«
Crash modification functions Curve fitting in road safety Regression analysis in road safety Safety performance functions Statistical modeling in road safety quality control, reliability, safety and risk