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Statistical and Econometric Methods for Transportation Data Analysis (Chapman & Hall/CRC Interdisciplinary Statistics) - Hardcover
Synopsis
The book's website (with databases and other support materials) can be accessed here.
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."synopsis" may belong to another edition of this title.
About the Author
Simon Washington, Matthew G. Karlaftis, Fred Mannering, Panagiotis Anastasopoulos
"About this title" may belong to another edition of this title.
- PublisherChapman and Hall/CRC
- Publication date2020
- ISBN 10 0367199025
- ISBN 13 9780367199029
- BindingHardcover
- LanguageEnglish
- Edition number3
- Number of pages496
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Statistical and Econometric Methods for Transportation Data Analysis (Hardcover)
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Taylor & Francis Ltd, London, 2020
ISBN 10: 0367199025
ISBN 13: 9780367199029
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Hardcover. Condition: new. Hardcover. The book's website (with databases and other support materials) can be accessed here.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, Masters 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. Describing tools commonly used in the field, this textbook provides an understanding of a broad range of analytical tools required to solve transportation problems. It includes a wide breadth of examples and case studies in various aspects of transportation planning, engineering, safety, and economics. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9780367199029
Quantity: 1 available