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


Statistical Techniques for Transportation Engineering

Filename: statistical-techniques-for-transportation-engineering.pdf
ISBN: 0128115556
Release Date: 2017-03-13
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



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.


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.


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


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: 9781118762301
Release Date: 2016-01-26
Number of pages: 688
Author: ITE (Institute of Transportation Engineers)
Publisher: John Wiley & Sons

Download and read online Traffic Engineering Handbook in PDF and EPUB "The Traffic Engineering Handbook is a comprehensive practice-oriented reference that presents the fundamental concepts of traffic engineering, commensurate with the state of the practice"--


Reliability and Statistics in Geotechnical Engineering

Filename: reliability-and-statistics-in-geotechnical-engineering.pdf
ISBN: 9780470871256
Release Date: 2005-08-19
Number of pages: 618
Author: Gregory B. Baecher
Publisher: John Wiley & Sons

Download and read online Reliability and Statistics in Geotechnical Engineering in PDF and EPUB Risk and reliability analysis is an area of growing importance in geotechnical engineering, where many variables have to be considered. Statistics, reliability modeling and engineering judgement are employed together to develop risk and decision analyses for civil engineering systems. The resulting engineering models are used to make probabilistic predictions, which are applied to geotechnical problems. Reliability & Statistics in Geotechnical Engineering comprehensively covers the subject of risk and reliability in both practical and research terms * Includes extensive use of case studies * Presents topics not covered elsewhere--spatial variability and stochastic properties of geological materials * No comparable texts available Practicing engineers will find this an essential resource as will graduates in geotechnical engineering programmes.


Numerical and Statistical Methods for Bioengineering

Filename: numerical-and-statistical-methods-for-bioengineering.pdf
ISBN: 1139493426
Release Date: 2010-11-04
Number of pages: 594
Author: Michael R. King
Publisher: Cambridge University Press

Download and read online Numerical and Statistical Methods for Bioengineering in PDF and EPUB The first MATLAB-based numerical methods textbook for bioengineers that uniquely integrates modelling concepts with statistical analysis, while maintaining a focus on enabling the user to report the error or uncertainty in their result. Between traditional numerical method topics of linear modelling concepts, nonlinear root finding, and numerical integration, chapters on hypothesis testing, data regression and probability are interweaved. A unique feature of the book is the inclusion of examples from clinical trials and bioinformatics, which are not found in other numerical methods textbooks for engineers. With a wealth of biomedical engineering examples, case studies on topical biomedical research, and the inclusion of end of chapter problems, this is a perfect core text for a one-semester undergraduate course.


Probability Statistics and Decision for Civil Engineers

Filename: probability-statistics-and-decision-for-civil-engineers.pdf
ISBN: 9780486780726
Release Date: 2014-07-16
Number of pages: 704
Author: Jack R Benjamin
Publisher: Courier Corporation

Download and read online Probability Statistics and Decision for Civil Engineers in PDF and EPUB "This text covers the development of decision theory and related applications of probability. Extensive examples and illustrations cultivate students' appreciation for applications, including strength of materials, soil mechanics, construction planning, and water-resource design. Emphasis on fundamentals makes the material accessible to students trained in classical statistics and provides a brief introduction to probability. 1970 edition"--


Numerical and Statistical Methods for CIVIL ENGINEERING GTU 2016

Filename: numerical-and-statistical-methods-for-civil-engineering-gtu-2016.pdf
ISBN: 9789339224738
Release Date:
Number of pages:
Author: Ravish R Singh
Publisher: McGraw-Hill Education

Download and read online Numerical and Statistical Methods for CIVIL ENGINEERING GTU 2016 in PDF and EPUB Each topic has been explained from the examination point of view, wherein the theory is presented in an easy-to-understand student-friendly style. Full coverage of concepts is supported by numerous solved examples with varied complexity levels, which is aligned to the latest GTU syllabus. Fundamental and sequential explanation of topics is well aided by examples and exercises. The solutions of examples are set following a ‘tutorial’ approach, which will make it easy for students from any background to easily grasp the concepts. Exercises with answers immediately follow the solved examples enforcing a practice-based approach. We hope that the students will gain logical understanding from solved problems and then reiterate it through solving similar exercise problems themselves. The unique blend of theory and application caters to the requirements of both the students and the faculty. Solutions of GTU examination questions are incorporated within the text appropriately. Highlights • Crisp content strictly as per the latest GTU syllabus of Numerical and Statistical Methods (Regulation 2014) • Comprehensive coverage with lucid presentation style • Each section concludes with an exercise to test understanding of topics • Solutions of GTU examination papers from 2010 to 2015 present appropriately within the chapters • Rich exam-oriented pedagogy: Solved Examples within chapters: 443 Solved GTU questions tagged within chapters: 130 Unsolved Exercises: 468


Understanding Mathematical and Statistical Techniques in Hydrology

Filename: understanding-mathematical-and-statistical-techniques-in-hydrology.pdf
ISBN: 9781119076605
Release Date: 2015-11-02
Number of pages: 104
Author: Harvey J. E. Rodda
Publisher: John Wiley & Sons

Download and read online Understanding Mathematical and Statistical Techniques in Hydrology in PDF and EPUB Pick up any hydrology textbook and it will not be long before you encounter pages listing sequences of equations representing complex mathematical concepts. Students and practitioners of hydrology will not find this very helpful, as their aim, generally, is to study and understand hydrology, and not to find themselves confronted with material that even students of mathematics would find challenging. Often, equations appear to be copied and pasted into hydrological texts in an attempt to give a more rigorous scientific basis to the narrative. However, they are commonly wrong, poorly explained, without context or background, and more likely to confuse and distance the reader than to enlighten and engage them in the topic. Understanding Mathematical and Statistical Techniques in Hydrology provides full and detailed expositions of such equations and mathematical concepts, commonly used in hydrology. In contrast to other hydrological texts, instead of presenting abstract mathematical hydrology, the essential mathematics is explained with the help of real-world hydrological examples.


Applied Statistics and Probability for Engineers Student Solutions Manual

Filename: applied-statistics-and-probability-for-engineers-student-solutions-manual.pdf
ISBN: 9780470888445
Release Date: 2010-08-09
Number of pages: 398
Author: Douglas C. Montgomery
Publisher: John Wiley & Sons

Download and read online Applied Statistics and Probability for Engineers Student Solutions Manual 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.