000 | 03340nam a22005175i 4500 | ||
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001 | 978-3-319-12529-9 | ||
003 | DE-He213 | ||
005 | 20200421112543.0 | ||
007 | cr nn 008mamaa | ||
008 | 141210s2015 gw | s |||| 0|eng d | ||
020 |
_a9783319125299 _9978-3-319-12529-9 |
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024 | 7 |
_a10.1007/978-3-319-12529-9 _2doi |
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_a629.04 _223 |
100 | 1 |
_aHauer, Ezra. _eauthor. |
|
245 | 1 | 4 |
_aThe Art of Regression Modeling in Road Safety _h[electronic resource] / _cby Ezra Hauer. |
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2015. |
|
300 |
_aXVII, 233 p. 116 illus., 112 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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505 | 0 | _aWhat 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. | |
520 | _aThis 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. | ||
650 | 0 | _aEngineering. | |
650 | 0 | _aStatistics. | |
650 | 0 | _aQuality control. | |
650 | 0 | _aReliability. | |
650 | 0 | _aIndustrial safety. | |
650 | 0 | _aTransportation engineering. | |
650 | 0 | _aTraffic engineering. | |
650 | 1 | 4 | _aEngineering. |
650 | 2 | 4 | _aTransportation Technology and Traffic Engineering. |
650 | 2 | 4 | _aStatistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. |
650 | 2 | 4 | _aQuality Control, Reliability, Safety and Risk. |
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer eBooks | |
776 | 0 | 8 |
_iPrinted edition: _z9783319125282 |
856 | 4 | 0 | _uhttp://dx.doi.org/10.1007/978-3-319-12529-9 |
912 | _aZDB-2-ENG | ||
942 | _cEBK | ||
999 |
_c58409 _d58409 |