04192oam 2200493Mu 450 991052180950332120200226022015.00-429-52075-10-429-24401-0(CKB)4100000010134729(MiAaPQ)EBC6031992(OCoLC)1139923913(OCoLC-P)1139923913(FlBoTFG)9780429244018(EXLCZ)99410000001013472920200208d2020 uy 0engurcnu---unuuutxtrdacontentcrdamediacrrdacarrierStatistical and econometric methods for transportation data analysis[electronic resource] /Simon Washington, Matthew G. Karlaftis, Fred Mannering, Panagiotis AnastaspoulosThird edition.Boca Raton Chapman & Hall/CRC20201 online resource (497 pages)Chapman & Hall/CRC interdisciplinary statistics seriesDescription based upon print version of record.0-367-19902-5 Praise for the Second Edition: The second edition introduces an especially broad set of statistical methods As a lecturer in both transportation and marketing research, I find this book an excellent textbook for advanced undergraduate, Master's and Ph.D. students, covering topics from simple descriptive statistics to complex Bayesian models. It is one of the few books that cover an extensive set of statistical methods needed for data analysis in transportation. The book offers a wealth of examples from the transportation field. --The American Statistician Statistical and Econometric Methods for Transportation Data Analysis, Third Edition offers an expansion over the first and second editions in response to the recent methodological advancements in the fields of econometrics and statistics and to provide an increasing range of examples and corresponding data sets. It describes and illustrates some of the statistical and econometric tools commonly used in transportation data analysis. It provides a wide breadth of examples and case studies, covering applications in various aspects of transportation planning, engineering, safety, and economics.Ample analytical rigor is provided in each chapter so that fundamental concepts and principles are clear and numerous references are provided for those seeking additional technical details and applications. New to the Third Edition Updated references and improved examples throughout. New sections on random parameters linear regression and ordered probability models including the hierarchical ordered probit model. A new section on random parameters models with heterogeneity in the means and variances of parameter estimates. Multiple new sections on correlated random parameters and correlated grouped random parameters in probit, logit and hazard-based models. A new section discussing the practical aspects of random parameters model estimation. A new chapter on Latent Class Models. A new chapter on Bivariate and Multivariate Dependent Variable Models. Statistical and Econometric Methods for Transportation Data Analysis, Third Edition can serve as a textbook for advanced undergraduate, Masters, and Ph.D. students in transportation-related disciplines including engineering, economics, urban and regional planning, and sociology. The book also serves as a technical reference for researchers and practitioners wishing to examine and understand a broad range of statistical and econometric tools required to study transportation problems.Interdisciplinary statistics.TransportationStatistical methodsElectronic books.TransportationStatistical methods.388.015195Washington Simon759655Karlaftis Matthew G614269Mannering Fred L614270Anastasopoulos Panagiotis Ch1079595OCoLC-POCoLC-PBOOK9910521809503321Statistical and econometric methods for transportation data analysis2592225UNINA