QUT ePrints

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.

View at publisher

Abstract

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.

Impact and interest:

Citation countsare sourced monthly from Scopus and Web of Science® citation databases.

These databases contain citations from different subsets of available publications and different time periods and thus the citation count from each is usually different. Some works are not in either database and no count is displayed. Scopus includes citations from articles published in 1996 onwards, and Web of Science® generally from 1980 onwards.

Citations counts from the Google Scholar™ indexing service can be viewed at the linked Google Scholar™ search.

ID Code: 38187
Item Type: Book
Keywords: Transport engineering, Civil engineering, modeling trends and data, total quality management
ISBN: 978-1-4200828-5-2
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

Export: EndNote | Dublin Core | BibTeX

Repository Staff Only: item control page