{"product_id":"statistical-and-econometric-methods-for-transportation-data-analysis-hardback","title":"Statistical and Econometric Methods for Transportation Data Analysis - Hardback","description":"\u003cp\u003eThe book's website (with databases and other support materials) can be accessed \u003ca href=\"https:\/\/sites.google.com\/view\/statecon3e\"\u003ehere\u003c\/a\u003e.\u003c\/p\u003e\u003cp\u003ePraise for the Second Edition:\u003c\/p\u003e\u003cp\u003eThe 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. —\u003cb\u003e\u003cem\u003eThe American Statistician\u003c\/em\u003e\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003ci\u003e\u003cstrong\u003e \u003cbr\u003e\u003cp\u003eStatistical and Econometric Methods for Transportation Data Analysis, Third Edition\u003c\/p\u003e\u003c\/strong\u003e\u003c\/i\u003e 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. \u003c\/p\u003e\u003cp\u003eNew to the Third Edition\u003c\/p\u003e\u003cul\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eUpdated references and improved examples throughout.\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eNew sections on random parameters linear regression and ordered probability models including the hierarchical ordered probit model.\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eA new section on random parameters models with heterogeneity in the means and variances of parameter estimates.\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eMultiple new sections on correlated random parameters and correlated grouped random parameters in probit, logit and hazard-based models.\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eA new section discussing the practical aspects of random parameters model estimation.\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eA new chapter on Latent Class Models.\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eA new chapter on Bivariate and Multivariate Dependent Variable Models.\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003e\u003ci\u003e\u003cstrong\u003e \u003cbr\u003e\u003cp\u003eStatistical and Econometric Methods for Transportation Data Analysis, Third Edition\u003c\/p\u003e\u003c\/strong\u003e\u003c\/i\u003e 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.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Default Title","offer_id":45566979866862,"sku":"9780367199029","price":187.85,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0630\/9612\/7726\/files\/9780367199029.jpg?v=1720701451","url":"https:\/\/bookland.com.au\/products\/statistical-and-econometric-methods-for-transportation-data-analysis-hardback","provider":"Book Land AU","version":"1.0","type":"link"}