The art of regression modeling in road safety
By: Hauer, Ezra.
Publisher: Switzerland Springer 2015Description: xvii, 233p.ISBN: 9783319125282.Subject(s): Traffic safety -- Statistical methods | Regression analysis | Traffic safety -- Mathematical modelsDDC classification: 519.536 | H292a Summary: 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| Item type | Current location | Collection | Call number | Status | Date due | Barcode | Item holds |
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Books
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PK Kelkar Library, IIT Kanpur | General Stacks | 519.536 H292a (Browse shelf) | Checked out to ADARSH SINGH (S2120326100) | 20/07/2024 | A185941 |
Browsing PK Kelkar Library, IIT Kanpur Shelves , Collection code: General Stacks Close shelf browser
| 519.536 G957R REGRESSION ANALYSIS AND ITS APPLICATION | 519.536 H219G GENERALIZED ESTIMATING EQUATIONS | 519.536 H236r Regression modeling strategies | 519.536 H292a The art of regression modeling in road safety | 519.536 H541l Logistic regression models | 519.536 H659m3 Methods and applications of linear models | 519.536 H794a APPLIED LOGISTIC REGRESSION |
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
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