Statistical and econometric methods for transportation data analysis
by
Washington, Simon.
Title
:
Statistical and econometric methods for transportation data analysis
Author
:
Washington, Simon.
ISBN
:
9781420082852
Personal Author
:
Washington, Simon.
Edition
:
2nd ed.
Publication Information
:
Boca Raton, FL : CRC Press, c2011.
Physical Description
:
xvii, 526 p. : ill. ; 25 cm.
General Note
:
"A Chapman & Hall book"--Cover.
Contents
:
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.Background and Exploration in Time Series.--8.Forecasting in Time Series: Autogressive Integrated Moving Average (ARIMA) Models and Extensions.--9.Latent Variable Models.--10.Duration Models.--PartIII. Count and Discrete Dependent Variable Models.--11.Count Data Models.--12.Logistic Regression.--13.Discrete Outcome Models.--14.Ordered Probability Models.--15.Discrete/Continuous Models.--Part IV Other Statistical Methods.--16.Random-Parameter Models.--17.Bayesian Models.--Appendix A Statistical Fundamentals.--Appendix B Glossary of Terms.--Appendix C Statistical Tables.--Appendix D Variable Transformations.
Abstract
:
' Describing tools commonly used in the field, Statistical and Econometric Methods for Transportation Data Anaysis, Second Edition provides an understading of a broad range of analytical tools required to solve transportation problems.' (Back Cover)
Subject Term
:
Transportation -- Statistical methods.
Transportation -- Econometric models.
Added Author
:
Karlaftis, Matthew G.
Mannering, Fred L.
| Library | Material Type | Item Barcode | Shelf Number | Copy |
|---|
| IIEMSA | General Books | 33168025537784 | 388.015195 W319S 2011 | 1 |