Statistical and Econometric Methods for Transportation Data Analysis

— —

Simon Washington Matthew G. Karlaftis (National Technical University of Athens, Greece)

Statistical and Econometric Methods for Transportation Data Analysis

Simon Washington, Matthew G. Karlaftis (National Technical University of Athens, Greece), Fred Mannering (University of South Florida, Tampa, FL, USA) , Panagiotis Anastasopoulos

$221

Hardback

Not in-store but you can order this
How long will it take?

Availability Information

We source books from suppliers in Australia and overseas. For books we don't currently have in stock, the time it takes to get them from our suppliers can vary widely - from a few days to a few months - so we check each book with each supplier to determine the expected time it will take to be supplied to us.

We then advise you accordingly. If the time taken to get any book is too long for you, you can let us know and we will cancel or adjust your order, and refund as required.

To find out the anticipated arrival time for specific items prior to ordering, please contact us by phone or email:

Phone +61 2 9264 3111, or 1800 4 BOOKS (1800 4 26657) if outside Sydney:
option 1 Abbey's Bookshop (Crime, History, Science, Kids & more) • info@abbeys.com.au
option 2 Language Book Centre (ESL & Foreign Languages) • language@abbeys.com.au
option 3 Galaxy Bookshop (Sci-fi, Fantasy, Romance, Graphic Novels) • sf@galaxybooks.com.au

QTY:

English

Chapman & Hall/CRC
12 February 2020

Probability & statistics; Maths for engineers; Highway & traffic engineering

Series: Chapman & Hall/CRC Interdisciplinary Statistics

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.

By: Simon Washington, Matthew G. Karlaftis (National Technical University of Athens, Greece), Fred Mannering (University of South Florida, Tampa, FL, USA), Panagiotis Anastasopoulos
Imprint: Chapman & Hall/CRC
Country of Publication: United Kingdom
Edition: 3rd edition
Dimensions: Height: 254mm, Width: 178mm,
Weight: 1.038kg
ISBN: 9780367199029
ISBN 10: 0367199025
Series: Chapman & Hall/CRC Interdisciplinary Statistics
Pages: 496
Publication Date: 12 February 2020
Audience: College/higher education , Primary
Format: Hardback
Publisher's Status: Active

Simon Washington, Matthew G. Karlaftis, Fred Mannering, Panagiotis Anastasopoulos