عنوان

Statistical and econometric methods for transportation data analysis /

(Number (ISBN

1584880309

(Number (ISBN

9781584880301

Number

b775130

Title Proper

Statistical and econometric methods for transportation data analysis /

General Material Designation

[Book]

First Statement of Responsibility

Simon P. Washington, Matthew G. Karlaftis, Fred L. Mannering.

Place of Publication, Distribution, etc.

Boca Raton :

Name of Publisher, Distributor, etc.

Chapman & Hall/CRC,

Date of Publication, Distribution, etc.

©2003.

Specific Material Designation and Extent of Item

425 pages :

Other Physical Details

illustrations ;

Dimensions

24 cm

Text of Note

Includes bibliographical references (pages 395-412) and index.

Text of Note

Part I. Fundamentals -- 1. Statistical inference I: Descriptive statistics -- 2. Statistical inference II: Interval estimation, hypothesis testing, and population comparisons -- Part II. Continuous dependent variable models -- 3. Linear regression -- 4. Violations of regression assumptions -- 5. Simultaneous equation models -- 6. Panel data analysis -- 7. Time-series analysis -- 8. Latent variable models -- 9. Duration models -- Part III. Count and discrete dependent variable models -- 10. Count data models -- 11. Discrete outcome models -- 12. Discrete/continuous models -- Appendixes: -- A. Statistical fundamentals -- B. Glossary of terms -- C. Statistical tables -- D. Variable transformations.

0

Text of Note

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.

Transportation-- Econometric models.

Transportation-- Statistical methods.

Transport-- Méthodes statistiques.

Transport-- Modèles économétriques.

Data-analyse.

Econometria.

Econometrische modellen.

Entscheidungsmodell

Estatística aplicada.

Logistiek (economie)

Statistik

Statistische methoden.

Transport

Transportation-- Econometric models.

Transportation-- Statistical methods.

Transportes.

Number

Edition

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System Code

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Washington, Simon.

Karlaftis, Matthew G.

Mannering, Fred L.

Date of Transaction

20201203073400.0

Electronic name

[Book]

Y