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...
| Published in: | Springer eBooks |
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| Format: | eBook |
| Language: | English |
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Cham :
Springer International Publishing : Imprint: Springer,
2015.
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| Online Access: | http://dx.doi.org/10.1007/978-3-319-12529-9 Перейти в каталог НБ ТГУ |
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.