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Statistical and Econometric Methods for Transportation Data Analysis

Statistical and Econometric Methods for Transportation Data Analysis PDF Author: Simon Washington
Publisher: CRC Press
ISBN: 0429520751
Category : Technology & Engineering
Languages : en
Pages : 496

Book Description
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.

Statistical and Econometric Methods for Transportation Data Analysis

Statistical and Econometric Methods for Transportation Data Analysis PDF Author: Simon Washington
Publisher: CRC Press
ISBN: 0429520751
Category : Technology & Engineering
Languages : en
Pages : 496

Book Description
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.

Panels for Transportation Planning

Panels for Transportation Planning PDF Author: Thomas F. Golob
Publisher: Springer Science & Business Media
ISBN: 1475726422
Category : Business & Economics
Languages : en
Pages : 395

Book Description
Panels for Transportation Planning argues that panels - repeated measurements on the same sets of households or individuals over time - can more effectively capture dynamic changes in travel behavior, and the factors which underlie these changes, than can conventional cross-sectional surveys. Because panels can collect information on household attributes, attitudes and perceptions, residential and employment choices, travel behavior and other variables - and then can collect information on changes in these variables over time - they help us to understand how and why people choose to travel as they do, and how and why these choices are likely to evolve in the future. This book is designed for a wide audience: survey researchers who seek information on methodological advancements and applications; transportation planners who want an improved understanding of dynamic changes in travel behavior; and instructors of graduate courses in urban and transportation planning, research methods, economics, sociology, and public policy. Each chapter has been prepared to stand alone to illustrate a particular theme or application. The book is divided into topical parts which address the most salient issues in the use of panels for transportation planning: panels as evaluation tools, regional planning applications, accounting for response bias, and modeling and forecasting issues. These parts describe panel applications in the US, Australia, Great Britain, Japan, and the Netherlands. Each chapter is supplemented by extensive references; more than 400 studies, reflecting the work of more than 700 authors, are cited in the text.

Statistical and Econometric Methods for Transportation Data Analysis, Second Edition

Statistical and Econometric Methods for Transportation Data Analysis, Second Edition PDF Author: Simon P. Washington
Publisher: CRC Press
ISBN: 142008285X
Category : Technology & Engineering
Languages : en
Pages : 546

Book Description
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.

Panel Data Econometrics

Panel Data Econometrics PDF Author: Mike Tsionas
Publisher: Academic Press
ISBN: 0128158603
Category : Business & Economics
Languages : en
Pages : 610

Book Description
Panel Data Econometrics: Empirical Applications introduces econometric modelling. Written by experts from diverse disciplines, the volume uses longitudinal datasets to illuminate applications for a variety of fields, such as banking, financial markets, tourism and transportation, auctions, and experimental economics. Contributors emphasize techniques and applications, and they accompany their explanations with case studies, empirical exercises and supplementary code in R. They also address panel data analysis in the context of productivity and efficiency analysis, where some of the most interesting applications and advancements have recently been made. - Provides a vast array of empirical applications useful to practitioners from different application environments - Accompanied by extensive case studies and empirical exercises - Includes empirical chapters accompanied by supplementary code in R, helping researchers replicate findings - Represents an accessible resource for diverse industries, including health, transportation, tourism, economic growth, and banking, where researchers are not always econometrics experts

International Maritime Transport Costs

International Maritime Transport Costs PDF Author: Gordon Wilmsmeier
Publisher: Routledge
ISBN: 1317114019
Category : Political Science
Languages : en
Pages : 220

Book Description
Based on in-depth empirical research, this book develops our understanding of maritime transport costs, the maritime industry and the competitiveness of regions in a global market environment through a geographical lens. Further, the book uses a unique set of data that gives an extensive insight into Latin American international maritime transport costs and its determinants. This is a clear call for policy makers and port authorities to strengthen transnational cooperation in order to improve the development of the whole system of maritime transport, focusing on the causes that put regions at risk of becoming peripheral and uncompetitive.

Arethuse 1/2 2015

Arethuse 1/2 2015 PDF Author:
Publisher: Società Editrice Esculapio
ISBN: 8874888651
Category : Business & Economics
Languages : en
Pages : 184

Book Description
The papers presented in this issue are those that the Scientific Committee has assessed as being particularly of merit. They relate to three areas, Strategic Management, Economics and Statistics, and Public Finance. These areas have not only been the subject of study of researchers who adhere to the international Association, Arethuse, but especially in recent years provide a useful opportunity for whoever operates in European countries (university researchers, spin-off, managers, entrepreneurs, local associations, public authorities, governmental and non- governmental financial institutions etc.) to enrich their knowledge. In this year with the Expo taking place in Italy, the issues concerning the quality and development of the people and territory have led to scientific fields of study and discussions that are of particular global relevance. The Universal Exposition of Milan places special emphasis on sustainable development and the new sense of globalization of economic and social phenomena. A great deal of research, the results of which are presented in this issue, provide useful contributions. They highlight the metrics to be used to promote the development of the territory; they study the impact of information technology in the tourism sector; they present studies on the most appropriate reconfiguration of relationships with retailers and the reconfiguration of supply chains; finally, special attention is paid to the redesign of management techniques and of inter- enterprise relations, in order to facilitate the growth of SMEs and the environment in which they are rooted.

Behavioural Research for Transport Policy

Behavioural Research for Transport Policy PDF Author: Brill Academic
Publisher: VSP
ISBN: 9789067640602
Category : Transportation
Languages : en
Pages : 512

Book Description
The efficiency of transport systems depends on their relevance to those using them. All too often, however, transport policies are implemented at great expense without due regard to the behaviour, and consequent needs, of transport users. Behavioural Research for Transport Policy will improve the lines of communication between behavioural researchers and policy makers. The papers presented at the 1985 International Conference on Travel Behaviour cover the wide range of factors which need to be taken into account when gauging the effect behaviour has on transport requirements and usage. Contributions discuss the variety and usefulness of different survey frameworks; the lifestyle factors affecting transport use, and the problems of cost effectiveness in both survey techniques and the implementation of transport policy.

Spatial Implications and Planning Criteria for High-Speed Rail Cities and Regions

Spatial Implications and Planning Criteria for High-Speed Rail Cities and Regions PDF Author: José Maria de Ureña
Publisher: Routledge
ISBN: 1000370852
Category : Architecture
Languages : en
Pages : 260

Book Description
Spatial Implications and Planning Criteria for High-speed Rail Cities and Regions evaluates the varied experiences that HSR systems have brought about to different station-cities and their regional territories around the world, with an eye towards better future planning and policy of such systems. This edited volume draws from examples of high-speed rail operations in different cities in Europe and Asia to depict the various impacts of this major transportation infrastructure. It attempts to distinguish the short- and long-term impacts described in the literature, classifying them into regional and inter-urban effects, urban effects, and wider economic impacts. Planning challenges appear at two major points: 1) during the initial planning stage that includes the route and location of stations; and 2) during the development process that follows. The case studies in the book concentrate on a variety of topics from the impact of high-speed rail on population growth in some station-cities, to the regional economic impacts that an HSR system can bring about to the larger territories it passes through, to the potential of station-cities to better attract firms, or to experience increases in tourism and commerce. They also assess planning strategies and experiences from station-cities to draw lessons for future HSR planning policies. The Chapters in this book were originally published in a special issue of European Planning Studies.

Transportation Planning Methods

Transportation Planning Methods PDF Author: Planning and Transport Research and Computation (International) Co. Meeting
Publisher:
ISBN:
Category : Transportation
Languages : en
Pages : 254

Book Description


Transportation Systems Planning

Transportation Systems Planning PDF Author: Konstadinos G. Goulias
Publisher: CRC Press
ISBN: 1420042289
Category : Technology & Engineering
Languages : en
Pages : 454

Book Description
Transportation engineering and transportation planning are two sides of the same coin aiming at the design of an efficient infrastructure and service to meet the growing needs for accessibility and mobility. Many well-designed transport systems that meet these needs are based on a solid understanding of human behavior. Since transportation systems