Statistical Methods for QTL Mapping

Statistical Methods for QTL Mapping Author Zehua Chen
ISBN-10 9780415669863
Release 2013-11-01
Pages 308
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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.



Probability Statistics and Decision for Civil Engineers

Probability  Statistics  and Decision for Civil Engineers Author Jack R Benjamin
ISBN-10 9780486796093
Release 2014-07-16
Pages 704
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Designed as a primary text for civil engineering courses, as a supplementary text for courses in other areas, or for self-study by practicing engineers, this text covers the development of decision theory and the applications of probability within the field. Extensive use of examples and illustrations helps readers develop an in-depth appreciation for the theory's applications, which include strength of materials, soil mechanics, construction planning, and water-resource design. A focus on fundamentals includes such subjects as Bayesian statistical decision theory, subjective probability, and utility theory. This makes the material accessible to engineers trained in classical statistics and also provides a brief elementary introduction to probability. The coverage also addresses in detail the methods for analyzing engineering economic decisions in the face of uncertainty. An Appendix of tables makes this volume particularly useful as a reference text.



Statistics in Civil Engineering

Statistics in Civil Engineering Author Andrew V. Metcalfe
ISBN-10 0471194840
Release 1997
Pages 420
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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.



Applied Statistics for Civil and Environmental Engineers

Applied Statistics for Civil and Environmental Engineers Author N. T. Kottegoda
ISBN-10 9781444309416
Release 2009-03-16
Pages 736
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Applied Statistics for Civil and Environmental Engineers has been writing in one form or another for most of life. You can find so many inspiration from Applied Statistics for Civil and Environmental Engineers also informative, and entertaining. Click DOWNLOAD or Read Online button to get full Applied Statistics for Civil and Environmental Engineers book for free.



Probability and Statistics in Civil Engineering

Probability and Statistics in Civil Engineering Author Geoffrey Nesbitt Smith
ISBN-10 000383154X
Release 1986-01-01
Pages 244
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Probability and Statistics in Civil Engineering has been writing in one form or another for most of life. You can find so many inspiration from Probability and Statistics in Civil Engineering also informative, and entertaining. Click DOWNLOAD or Read Online button to get full Probability and Statistics in Civil Engineering book for free.



Statistics for Civil Engineers and Land Surveyors

Statistics for Civil Engineers and Land Surveyors Author Philip Berthon Jones
ISBN-10 0867581808
Release 1985
Pages 118
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Statistics for Civil Engineers and Land Surveyors has been writing in one form or another for most of life. You can find so many inspiration from Statistics for Civil Engineers and Land Surveyors also informative, and entertaining. Click DOWNLOAD or Read Online button to get full Statistics for Civil Engineers and Land Surveyors book for free.



Applications of Statistics and Probability in Civil Engineering

Applications of Statistics and Probability in Civil Engineering Author Jun Kanda
ISBN-10 0415452112
Release 2007-07-18
Pages 602
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Over the last decade, much attention has been paid to engineering risks associated with calamities such as the Indian Ocean tsunami, hurricanes in the US, terrorist attacks, and the sudden collapse of engineered structures. Future events are largely unpredictable, but statistics and probabilistic approaches provide powerful tools for managing risks. In this work, particular focus is placed on applications of probability theory and statistics in all aspects of civil engineering and related fields, including aerospace engineering, earthquake engineering, environmental engineering, nuclear engineering, transportation, and wind engineering.



Statistics and Probability for Engineering Applications

Statistics and Probability for Engineering Applications Author William DeCoursey
ISBN-10 9780080489759
Release 2003-05-14
Pages 396
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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



Applications of Statistics and Probability in Civil Engineering

Applications of Statistics and Probability in Civil Engineering Author Armen der Kiureghian
ISBN-10 9059660048
Release 2003
Pages
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Applications of Statistics and Probability in Civil Engineering has been writing in one form or another for most of life. You can find so many inspiration from Applications of Statistics and Probability in Civil Engineering also informative, and entertaining. Click DOWNLOAD or Read Online button to get full Applications of Statistics and Probability in Civil Engineering book for free.



Numerical and Statistical Methods for CIVIL ENGINEERING GTU 2016

Numerical and Statistical Methods for CIVIL ENGINEERING  GTU 2016 Author Ravish R Singh
ISBN-10 9789339224738
Release
Pages
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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



Applications of Statistics and Probability

Applications of Statistics and Probability Author Maurice Lemaire
ISBN-10 9054105631
Release 1995-07-01
Pages
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This text contains the proceedings of the seventh International Conference on Applications of Statistics and Probability (ICASP-7). Applied and theoretical papers cover topics involved in the application of statistics and probability to all domains of civil engineering.



Applied Statistics and Probability for Engineers Student Solutions Manual

Applied Statistics and Probability for Engineers  Student Solutions Manual Author Douglas C. Montgomery
ISBN-10 9780470888445
Release 2010-08-09
Pages 398
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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.



Statistics Probability and Reliability for Civil and Environmental Engineers

Statistics  Probability  and Reliability for Civil and Environmental Engineers Author N. T. Kottegoda
ISBN-10 0070359652
Release 1997-01-01
Pages 735
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Statistics Probability and Reliability for Civil and Environmental Engineers has been writing in one form or another for most of life. You can find so many inspiration from Statistics Probability and Reliability for Civil and Environmental Engineers also informative, and entertaining. Click DOWNLOAD or Read Online button to get full Statistics Probability and Reliability for Civil and Environmental Engineers book for free.



Bayesian Methods for Structural Dynamics and Civil Engineering

Bayesian Methods for Structural Dynamics and Civil Engineering Author Ka-Veng Yuen
ISBN-10 0470824557
Release 2010-02-22
Pages 320
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Bayesian methods are a powerful tool in many areas of science and engineering, especially statistical physics, medical sciences, electrical engineering, and information sciences. They are also ideal for civil engineering applications, given the numerous types of modeling and parametric uncertainty in civil engineering problems. For example, earthquake ground motion cannot be predetermined at the structural design stage. Complete wind pressure profiles are difficult to measure under operating conditions. Material properties can be difficult to determine to a very precise level – especially concrete, rock, and soil. For air quality prediction, it is difficult to measure the hourly/daily pollutants generated by cars and factories within the area of concern. It is also difficult to obtain the updated air quality information of the surrounding cities. Furthermore, the meteorological conditions of the day for prediction are also uncertain. These are just some of the civil engineering examples to which Bayesian probabilistic methods are applicable. Familiarizes readers with the latest developments in the field Includes identification problems for both dynamic and static systems Addresses challenging civil engineering problems such as modal/model updating Presents methods applicable to mechanical and aerospace engineering Gives engineers and engineering students a concrete sense of implementation Covers real-world case studies in civil engineering and beyond, such as: structural health monitoring seismic attenuation finite-element model updating hydraulic jump artificial neural network for damage detection air quality prediction Includes other insightful daily-life examples Companion website with MATLAB code downloads for independent practice Written by a leading expert in the use of Bayesian methods for civil engineering problems This book is ideal for researchers and graduate students in civil and mechanical engineering or applied probability and statistics. Practicing engineers interested in the application of statistical methods to solve engineering problems will also find this to be a valuable text. MATLAB code and lecture materials for instructors available at http://www.wiley.com/go/yuen



Civil Engineering Systems Analysis

Civil Engineering Systems Analysis Author Luis Amador-Jimenez
ISBN-10 9781482260809
Release 2016-09-15
Pages 271
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This textbook covers tools and applications in civil engineering systems. It begins by revising the mathematical and statistical background for the adequate formulation of civil engineering problems. Then it examines a series of topics required to understand infrastructure, facilities and transportation networks, and their planning, maintenance, upgrading and expansion. It covers problem definition, model formulation and decision making systems, including optimization, estimation and prediction. The applications deal with some of the challenges that civil engineers will typically encounter during their professional lives, ranging from municipal planning and infrastructure management to transportation analysis. The treatment of the topics is integral. Tools and examples from real life situations are combined to illustrate the use of methods and principles. Students will learn to understand a system, conceptualize a model, analyse it and make decisions or draw conclusions, just as practising engineers do. A final chapter introduces methods for expanding simple models, adding complexity and incorporating uncertainty. Instructors can chose to cover some of the material from the foundation chapters on mathematics and statistics or directly concentrate on the tools and applications.



Statistical Techniques for Transportation Engineering

Statistical Techniques for Transportation Engineering Author Kumar Molugaram
ISBN-10 9780128116425
Release 2017-03-03
Pages 554
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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

Statistical and Econometric Methods for Transportation Data Analysis  Second Edition Author Simon P. Washington
ISBN-10 9781420082852
Release 2010-12-02
Pages 544
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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.