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    Statistical and Econometric Methods for Transportation Data Analysis, Second Edition

    Posted By: interes
    Statistical and Econometric Methods for Transportation Data Analysis, Second Edition

    Statistical and Econometric Methods for Transportation Data Analysis, Second Edition by Simon P. Washington
    English | ISBN: 142008285X | 2011 | 544 pages | PDF | 5 MB

    The complexity, diversity, and random nature of transportation problems necessitates a broad analytical toolbox. Describing tools commonly used in the field, Statistical and Econometric Methods for Transportation Data Analysis, Second Edition provides an understanding of a broad range of analytical tools required to solve transportation problems. It includes a wide breadth of examples and case studies covering applications in various aspects of transportation planning, engineering, safety, and economics.

    After a solid refresher on statistical fundamentals, the book focuses on continuous dependent variable models and count and discrete dependent variable models. Along with an entirely new section on other statistical methods, this edition offers a wealth of new material.

    New to the Second Edition

    A subsection on Tobit and censored regressions
    An explicit treatment of frequency domain time series analysis, including Fourier and wavelets analysis methods
    New chapter that presents logistic regression commonly used to model binary outcomes
    New chapter on ordered probability models
    New chapters on random-parameter models and Bayesian statistical modeling
    New examples and data sets
    Each chapter clearly presents fundamental concepts and principles and includes numerous references for those seeking additional technical details and applications. To reinforce a practical understanding of the modeling techniques, the data sets used in the text are offered on the book’s CRC Press web page. PowerPoint and Word presentations for each chapter are also available for download.

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