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Richard F. Gunst, Robert L. Mason ... 424 pages - Publisher: CRC Press; 1st edition (July, 1980) ... Language: English - ISBN-10: 0824769937 - ISBN-13: 978-0824769932 ...

Regression Analysis and Its Application: A Data-Oriented Approach answers the need for researchers and students who would like a better understanding of classical regression analysis. Useful either as a textbook or as a reference source, this book bridges the gap between the purely theoretical coverage of regression analysis and its practical application. The book presents regression analysis in the general context of data analysis. Using a teach-by-example format, it contains ten major data sets along with several smaller ones to illustrate the common characteristics of regression data and properties of statistics that are employed in regression analysis. The book covers model misspecification, residual analysis, multicollinearity, and biased regression estimators. It also focuses on data collection, model assumptions, and the interpretation of parameter estimates. Complete with an extensive bibliography, Regression Analysis and Its Application is suitable for statisticians, graduate and upper-level undergraduate students, and research scientists in biometry, business, ecology, economics, education, engineering, mathematics, physical sciences, psychology, and sociology. In addition, data collection agencies in the government and private sector will benefit from the book.

Erasmo Carrera, Maria Cinefra, Marco Petrolo, Enrico Zappino ... 410 pages - Publisher: Wiley; 1st edition (September, 2014) ... Language: English - ISBN-10: 1119941210 - ISBN-13: 978-1119941217 ...

This book deals with the Finite Element Method for the analysis of elastic structures such as beams, plates, shells and solids. The modern approach of Unified Formulation (UF), as proposed by the lead author, deals with the consideration of one-dimensional (beams), two-dimensional (plates and shells) and three-dimensional (solids) elements. Applications are given for structures which are typically employed in civil, mechanical, and aerospace engineering fields. Additional topics include mixed order elements, extension to layered composite structures, and the analysis of multifield problems involving mechanical, electrical and thermal loadings.

Robert Nisbet, Gary Miner, Ken Yale ... 822 pages - Publisher: Academic Press; 2nd edition (November, 2017) ... Language: English - ISBN-10: 0124166326 - ISBN-13: 978-0124166325 ...

Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementation. The handbook helps users discern technical and business problems, understand the strengths and weaknesses of modern data mining algorithms and employ the right statistical methods for practical application. This book is an ideal reference for users who want to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques and discusses their application to real problems in ways accessible and beneficial to practitioners across several areas―from science and engineering, to medicine, academia and commerce. * Includes input by practitioners for practitioners * Includes tutorials in numerous fields of study that provide step-by-step instruction on how to use supplied tools to build models * Contains practical advice from successful real-world implementations * Brings together, in a single resource, all the information a beginner needs to understand the tools and issues in data mining to build successful data mining solutions * Features clear, intuitive explanations of novel analytical tools and techniques, and their practical applications.

Qing Quan Liang ... 458 pages - Publisher: CRC Press; 1st edition (October, 2014) ... Language: English - ISBN-10: 0415532205 - ISBN-13: 978-0415532204 ...

Steel and composite steel–concrete structures are widely used in modern bridges, buildings, sport stadia, towers, and offshore structures. Analysis and Design of Steel and Composite Structures offers a comprehensive introduction to the analysis and design of both steel and composite structures. It describes the fundamental behaviour of steel and composite members and structures, as well as the current design criteria and procedures given in Australian standards AS/NZS 1170, AS 4100, AS 2327.1, Eurocode 4, and AISC-LRFD specifications. Featuring numerous step-by-step examples that clearly illustrate the detailed analysis and design of steel and composite members and connections, this practical and easy-to-understand text: Covers plates, members, connections, beams, frames, slabs, columns, and beam-columns + Considers bending, axial load, compression, tension, and design for strength and serviceability + Incorporates the author’s latest research on composite members. Analysis and Design of Steel and Composite Structures is an essential course textbook on steel and composite structures for undergraduate and graduate students of structural and civil engineering, and an indispensable resource for practising structural and civil engineers and academic researchers. It provides a sound understanding of the behaviour of structural members and systems.

József Farkas, Károly Jármai ... 265 pages - Publisher: Springer; (May, 2015) ... Language: English - ISBN-10: 3642427936 - ISBN-13: 978-3642427930 ...

This book helps designers and manufacturers to select and develop the most suitable and competitive steel structures, which are safe, fit for production and economic. An optimum design system is used to find the best characteristics of structural models, which guarantee the fulfilment of design and fabrication requirements and minimize the cost function. Realistic numerical models are used as main components of industrial steel structures. Chapter 1 containts some experiences with the optimum design of steel structures - Chapter 2 treats some newer mathematical optimization methods. - Chapter 3 gives formulae for fabrication times and costs. - Chapters 4 deals with beams and columns. Summarizes the Eurocode rules for design. - Chapter 5 deals with the design of tubular trusses. - Chapter 6 gives the design of frame structures and fire-resistant design rules for a frame. - In Chapters 7 some minimum cost design problems of stiffened and cellular plates and shells are worked out for cases of different stiffenings and loads. - Chapter 8 gives a cost comparison of cylindrical and conical shells. The book contains a large collection of literatures and a subject list and a name index.

Poul V. Lade, Jerry A. Yamamuro ... 385 pages - Publisher: CRC Press; 1st edition (January, 1999) ... Language: English - ISBN-10: 9058090388 - ISBN-13: 978-9058090386 ...

The workshop aims to provide a fundamental understanding of the liquefaction process, necessary to the enhancement of liquefaction prediction. The contributions are divided into eight sections, which include: factors affecting liquefaction susceptibility and field studies of liquefaction.

This publication contains papers presented at the International Workshop on the Physics and Mechanics of Soil Liquefaction, held in Baltimore, Maryland, USA, September 1998. The workshop focused on the physics of liquefaction in order to improve criteria and methods for predicting the collapse of saturated soils, enhance the triggering analysis, develop measures of mitigation, evaluate the effectiveness of remedial techniques and improve the current design recommendations. There are 8 sections entitled: the mechanism of instability ( 4 papers); effect of soil gradation on liquefaction ( 4 papers); factors affecting liquefaction susceptibility ( 5 papers); soil fabric and its effect on liquefaction (3 papers); methods of characterizing liquefaction potential (5 papers); methods of characterizing post-liquefaction deformation ( 3 papers); centrifuge studies of liquefaction ( 3 papers); field studies of liquefaction (3 papers).

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