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Statistical and Econometric Methods for Transportation Data Analysis (Hardcover, 3rd edition)
Loot Price: R3,283
Discovery Miles 32 830
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Statistical and Econometric Methods for Transportation Data Analysis (Hardcover, 3rd edition)
Series: Chapman & Hall/CRC Interdisciplinary Statistics
Expected to ship within 12 - 17 working days
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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.
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