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010   $a3-319-12529-X
024 7 $a10.1007/978-3-319-12529-9
035   $a(CKB)3710000000315932
035   $a(EBL)1965426
035   $a(SSID)ssj0001408095
035   $a(PQKBManifestationID)11746682
035   $a(PQKBTitleCode)TC0001408095
035   $a(PQKBWorkID)11348182
035   $a(PQKB)10389589
035   $a(DE-He213)978-3-319-12529-9
035   $a(MiAaPQ)EBC1965426
035   $a(PPN)183149394
035   $a(EXLCZ)993710000000315932
100   $a20141210d2015      u|         0
101 0 $aeng
135   $aur|n|---|||||
181   $ctxt
182   $cc
183   $acr
200 14$aThe art of regression modeling in road safety /$fby Ezra Hauer
205   $a1st ed. 2015.
210  1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2015.
215   $a1 online resource (241 p.)
300   $aDescription based upon print version of record.
311   $a3-319-12528-1 
320   $aIncludes bibliographical references at the end of each chapters and index.
327   $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.
330   $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.
606   $aTransportation engineering
606   $aTraffic engineering
606   $aStatistics
606   $aQuality control
606   $aReliability
606   $aIndustrial safety
606   $aTransportation Technology and Traffic Engineering$3https://scigraph.springernature.com/ontologies/product-market-codes/T23120
606   $aStatistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences$3https://scigraph.springernature.com/ontologies/product-market-codes/S17020
606   $aQuality Control, Reliability, Safety and Risk$3https://scigraph.springernature.com/ontologies/product-market-codes/T22032
615  0$aTransportation engineering.
615  0$aTraffic engineering.
615  0$aStatistics.
615  0$aQuality control.
615  0$aReliability.
615  0$aIndustrial safety.
615 14$aTransportation Technology and Traffic Engineering.
615 24$aStatistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
615 24$aQuality Control, Reliability, Safety and Risk.
676   $a519
676   $a519.5
676   $a620
676   $a658.56
700   $aHauer$b Ezra$4aut$4http://id.loc.gov/vocabulary/relators/aut$0720968
906   $aBOOK
912   $a9910299844003321
996   $aArt of Regression Modeling in Road Safety$91413092
997   $aUNINA