Statistical and Econometric Methods for Transportation Data Analysis
Publisher: Chapman & Hall/CRC
Published: April 29, 2003
Language: eng
Format: Hardcover
Number of pages: 440
ISBN-13: 9781584880301
Subjects: Probability & statistics; Transport industries; Technology & Industrial Arts; Mathematical Statistics; Transportation Research; Transportation; Statistical methods; Science/Mathematics; Probability & Statistics - General; Engineering - Civil; General; Public Policy - City Planning & Urban Dev.; Mathematics / Statistics; Econometric models; Econometrics; Business & Economics
First sentence: This chapter examines methods and techniques for summarizing and interpreting data.
Description: As the field of transportation moves toward the "total quality management" paradigm, performance-based outcomes and quantitative measures have become increasingly important. Measuring performance in the field depends heavily on modeling trends and data, which in turn requires powerful, and flexible analytical tools. To date transportation professionals have lacked a unified, rigorous guide to modeling the wide range of problems they encounter in the field. This book describes the techniques most useful for modeling the many complex aspects of transportation, such as travel demand, safety, emissions, and the environment. It makes three unique contributions to transportation practice and education. It presents a host of analytical techniques-both common and sophisticated-used to model transportation phenomena; it provides a wealth of examples and case studies, and it specifically targets present and future transportation professionals. It builds the foundation needed not only to apply analytical models but also to understand and interpret results published elsewhere.