Statistical and Econometric Methods for Transportation Data Analysis, 2nd edition
Washington, Simon, Karlaftis, Matthew , & Mannering, Fred (2010) Statistical and Econometric Methods for Transportation Data Analysis, 2nd edition. CRC Press / Routledge, United States of America, pp. 1-600.
Now in its second edition, this book describes tools that are commonly used in transportation data analysis. The first part of the text provides statistical fundamentals while the second part presents continuous dependent variable models. With a focus on count and discrete dependent variable models, the third part features new chapters on mixed logit models, logistic regression, and ordered probability models. The last section provides additional coverage of Bayesian statistical modeling, including Bayesian inference and Markov chain Monte Carlo methods. Data sets are available online to use with the modeling techniques discussed.
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|Keywords:||Transport engineering, Civil engineering, modeling trends and data, total quality management|
|Subjects:||Australian and New Zealand Standard Research Classification > ENGINEERING (090000) > CIVIL ENGINEERING (090500)|
Australian and New Zealand Standard Research Classification > ENGINEERING (090000) > CIVIL ENGINEERING (090500) > Transport Engineering (090507)
|Divisions:||Current > Research Centres > Centre for Accident Research & Road Safety - Qld (CARRS-Q)|
Current > QUT Faculties and Divisions > Faculty of Health
Current > Schools > School of Psychology & Counselling
|Deposited On:||26 Oct 2010 16:14|
|Last Modified:||11 Aug 2011 01:54|
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