Statistical Techniques for Transportation Engineering

Filename: statistical-techniques-for-transportation-engineering.pdf
ISBN: 9780128116425
Release Date: 2017-03-03
Number of pages: 554
Author: Kumar Molugaram
Publisher: Butterworth-Heinemann

Download and read online Statistical Techniques for Transportation Engineering in PDF and EPUB Statistical Techniques for Transportation Engineering is written with a systematic approach in mind and covers a full range of data analysis topics, from the introductory level (basic probability, measures of dispersion, random variable, discrete and continuous distributions) through more generally used techniques (common statistical distributions, hypothesis testing), to advanced analysis and statistical modeling techniques (regression, AnoVa, and time series). The book also provides worked out examples and solved problems for a wide variety of transportation engineering challenges. Demonstrates how to effectively interpret, summarize, and report transportation data using appropriate statistical descriptors Teaches how to identify and apply appropriate analysis methods for transportation data Explains how to evaluate transportation proposals and schemes with statistical rigor

Transportation Statistics and Microsimulation

Filename: transportation-statistics-and-microsimulation.pdf
ISBN: 9781439894545
Release Date: 2016-04-19
Number of pages: 384
Author: Clifford Spiegelman
Publisher: CRC Press

Download and read online Transportation Statistics and Microsimulation in PDF and EPUB By discussing statistical concepts in the context of transportation planning and operations, Transportation Statistics and Microsimulation provides the necessary background for making informed transportation-related decisions. It explains the why behind standard methods and uses real-world transportation examples and problems to illustrate key concepts. The Tools and Methods to Solve Transportation Problems Classroom-tested at Texas A&M University, the text covers the statistical techniques most frequently employed by transportation and pavement professionals. To familiarize readers with the underlying theory and equations, it contains problems that can be solved using statistical software. The authors encourage the use of SAS’s JMP package, which enables users to interactively explore and visualize data. Students can buy their own copy of JMP at a reduced price via a postcard in the book. Practical Examples Show How the Methods Are Used in Action Drawing on the authors’ extensive application of statistical techniques in transportation research and teaching, this textbook explicitly defines the underlying assumptions of the techniques and shows how they are used in practice. It presents terms from both a statistical and a transportation perspective, making conversations between transportation professionals and statisticians smoother and more productive.

Statistical and Econometric Methods for Transportation Data Analysis Second Edition

Filename: statistical-and-econometric-methods-for-transportation-data-analysis-second-edition.pdf
ISBN: 9781420082869
Release Date: 2010-12-02
Number of pages: 544
Author: Simon P. Washington
Publisher: CRC Press

Download and read online Statistical and Econometric Methods for Transportation Data Analysis Second Edition in PDF and EPUB 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.

Statistics in Civil Engineering

Filename: statistics-in-civil-engineering.pdf
ISBN: 0471194840
Release Date: 1997
Number of pages: 420
Author: Andrew V. Metcalfe
Publisher: John Wiley & Sons

Download and read online Statistics in Civil Engineering in PDF and EPUB Statistical methods for the civil engineer. Practical examples clearly explain the underlying mathematical concepts. Readers learn to write their own programs and learn about useful commercial software.Offers examples based on real applications. -- Applies statistical techniques to civil engineering practice.

Statistical Methods for QTL Mapping

Filename: statistical-methods-for-qtl-mapping.pdf
ISBN: 9780415669863
Release Date: 2013-11-01
Number of pages: 308
Author: Zehua Chen
Publisher: CRC Press

Download and read online Statistical Methods for QTL Mapping in PDF and EPUB While numerous advanced statistical approaches have recently been developed for quantitative trait loci (QTL) mapping, the methods are scattered throughout the literature. Statistical Methods for QTL Mapping brings together many recent statistical techniques that address the data complexity of QTL mapping. After introducing basic genetics topics and statistical principles, the author discusses the principles of quantitative genetics, general statistical issues of QTL mapping, commonly used one-dimensional QTL mapping approaches, and multiple interval mapping methods. He then explains how to use a feature selection approach to tackle a QTL mapping problem with dense markers. The book also provides comprehensive coverage of Bayesian models and MCMC algorithms and describes methods for multi-trait QTL mapping and eQTL mapping, including meta-trait methods and multivariate sequential procedures. This book emphasizes the modern statistical methodology for QTL mapping as well as the statistical issues that arise during this process. It gives the necessary biological background for statisticians without training in genetics and, likewise, covers statistical thinking and principles for geneticists. Written primarily for geneticists and statisticians specializing in QTL mapping, the book can also be used as a supplement in graduate courses or for self-study by PhD students working on QTL mapping projects.

Traffic Engineering Handbook

Filename: traffic-engineering-handbook.pdf
ISBN: NWU:35556036450054
Release Date: 1999
Number of pages: 704
Author: Institute of Transportation Engineers
Publisher: Inst of Transportation Engrs

Download and read online Traffic Engineering Handbook in PDF and EPUB The purpose of this handbook is to collate, in one volume, basic traffic engineering information as a guide to the best practice in the field. It provides a day-to-day source of reference on the principles and proven techniques in the practice of traffic engineering. This fifth edition of the handbook contains the following chapters: (1) Introduction to Traffic Engineering, J.L. Pline; (2) Road Users, R. Dewar; (3) Vehicles, W.D. Glauz and D.W. Harwood; (4) Traffic and Flow Characteristics, M. Kyte and S. Teply; (5) Probability and Statistics for Engineers, S. Washington; (6) Effective Public Involvement, P.B. Noyes; (7) Community Safety, T.S. Bochum and T. Nguyen; (8) Traffic Regulation and Control, K. Kitzpatrick and G. Ullman; (9) Traffic Calming Applications, A.P. O'Brien and R.E. Brindle; (10) Access Management, F.J. Koepke; (11) Geometric Design of Highways, T.R. Neuman and R. Stafford; (12) Traffic Signs and Markings, R.R. Canfield; (13) Traffic Control Signals, R.S. Pusey and G.L. Butzer; (14) Parking and Terminals, W.A. Alroth; (15) Traffic Management, T. Hicks; and (16) Intelligent Transportation Systems, G. Euler.

Applied Statistics and Probability for Engineers

Filename: applied-statistics-and-probability-for-engineers.pdf
ISBN: 9780470053041
Release Date: 2010-03-22
Number of pages: 784
Author: Douglas C. Montgomery
Publisher: John Wiley & Sons

Download and read online Applied Statistics and Probability for Engineers in PDF and EPUB Montgomery and Runger's bestselling engineering statistics text provides a practical approach oriented to engineering as well as chemical and physical sciences. By providing unique problem sets that reflect realistic situations, students learn how the material will be relevant in their careers. With a focus on how statistical tools are integrated into the engineering problem-solving process, all major aspects of engineering statistics are covered. Developed with sponsorship from the National Science Foundation, this text incorporates many insights from the authors' teaching experience along with feedback from numerous adopters of previous editions.

Statistical Methods in Highway Safety Analysis

Filename: statistical-methods-in-highway-safety-analysis.pdf
ISBN: NWU:35556033421165
Release Date: 2001
Number of pages: 75
Author: Bhagwant Naraine Persaud

Download and read online Statistical Methods in Highway Safety Analysis in PDF and EPUB TRB's National Cooperative Highway Research Program (NCHRP) Synthesis 295: Statistical Methods in Highway Safety Analysis focus on the type of safety analysis required to support traditional engineering functions, such as the identification of hazardous locations and the development and evaluation of countermeasures. Analyses related specifically to driver and vehicle safety are not covered, but some statistical methods used in these areas are of relevance and are summarized where appropriate.

Traffic Engineering and Control

Filename: traffic-engineering-and-control.pdf
ISBN: UOM:39015021807071
Release Date: 1973
Number of pages:

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Statistics and Probability for Engineering Applications

Filename: statistics-and-probability-for-engineering-applications.pdf
ISBN: 9780080489759
Release Date: 2003-05-14
Number of pages: 396
Author: William DeCoursey
Publisher: Elsevier

Download and read online Statistics and Probability for Engineering Applications in PDF and EPUB Statistics and Probability for Engineering Applications provides a complete discussion of all the major topics typically covered in a college engineering statistics course. This textbook minimizes the derivations and mathematical theory, focusing instead on the information and techniques most needed and used in engineering applications. It is filled with practical techniques directly applicable on the job. Written by an experienced industry engineer and statistics professor, this book makes learning statistical methods easier for today's student. This book can be read sequentially like a normal textbook, but it is designed to be used as a handbook, pointing the reader to the topics and sections pertinent to a particular type of statistical problem. Each new concept is clearly and briefly described, whenever possible by relating it to previous topics. Then the student is given carefully chosen examples to deepen understanding of the basic ideas and how they are applied in engineering. The examples and case studies are taken from real-world engineering problems and use real data. A number of practice problems are provided for each section, with answers in the back for selected problems. This book will appeal to engineers in the entire engineering spectrum (electronics/electrical, mechanical, chemical, and civil engineering); engineering students and students taking computer science/computer engineering graduate courses; scientists needing to use applied statistical methods; and engineering technicians and technologists. * Filled with practical techniques directly applicable on the job * Contains hundreds of solved problems and case studies, using real data sets * Avoids unnecessary theory

Random Seas and Design of Maritime Structures

Filename: random-seas-and-design-of-maritime-structures.pdf
ISBN: 981023256X
Release Date: 2000
Number of pages: 443
Author: Yoshimi Goda
Publisher: World Scientific

Download and read online Random Seas and Design of Maritime Structures in PDF and EPUB Random waves are the most important constituent of the sea environment. They make the design of maritime structures quite different from that of structures on land. In this book, the concept of randomness in waves for the design of breakwaters, seawalls, and harbor structures is fully explored for easy comprehension by practicing engineers. Theoretical aspects are also discussed in detail for further studies by graduate students and researchers. Several additions have been made to this second edition, including a new chapter on extreme wave statistics.

Civil Engineering Hydraulics Abstracts

Filename: civil-engineering-hydraulics-abstracts.pdf
ISBN: STANFORD:36105013128025
Release Date: 1985
Number of pages:

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Highway Traffic Monitoring and Data Quality

Filename: highway-traffic-monitoring-and-data-quality.pdf
ISBN: 9781580537162
Release Date: 2008
Number of pages: 233
Author: Michael Dalgleish
Publisher: Artech House

Download and read online Highway Traffic Monitoring and Data Quality in PDF and EPUB This unique resource gives you a hands-on understanding of the latest sensors, processors, and communication links for everything from vehicle counts to urban congestion measurement. Moreover, you learn statistical techniques for quantifying data accuracy and reducing uncertainty in both current system state assessments and future system state forecasts.

Statistical Software Engineering

Filename: statistical-software-engineering.pdf
ISBN: 0309176085
Release Date: 1996-03-15
Number of pages: 84
Author: National Research Council
Publisher: National Academies Press

Download and read online Statistical Software Engineering in PDF and EPUB This book identifies challenges and opportunities in the development and implementation of software that contain significant statistical content. While emphasizing the relevance of using rigorous statistical and probabilistic techniques in software engineering contexts, it presents opportunities for further research in the statistical sciences and their applications to software engineering. It is intended to motivate and attract new researchers from statistics and the mathematical sciences to attack relevant and pressing problems in the software engineering setting. It describes the "big picture," as this approach provides the context in which statistical methods must be developed. The book's survey nature is directed at the mathematical sciences audience, but software engineers should also find the statistical emphasis refreshing and stimulating. It is hoped that the book will have the effect of seeding the field of statistical software engineering by its indication of opportunities where statistical thinking can help to increase understanding, productivity, and quality of software and software production.