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Wendy L. Martinez, Angel R. Martinez ... 759 pages -Publisher: Chapman and Hall/CRC; 3rd edition (December, 2015) ... Language: English - ISBN-10: 1466592737 - ISBN-13: 978-1466592735 ...

A Strong Practical Focus on Applications and Algorithms: Computational Statistics Handbook with MATLAB®, Third Edition covers today’s most commonly used techniques in computational statistics while maintaining the same philosophy and writing style of the bestselling previous editions. The text keeps theoretical concepts to a minimum, emphasizing the implementation of the methods. New to the Third Edition: This third edition is updated with the latest version of MATLAB and the corresponding version of the Statistics and Machine Learning Toolbox. It also incorporates new sections on the nearest neighbor classifier, support vector machines, model checking and regularization, partial least squares regression, and multivariate adaptive regression splines. Web Resource: The authors include algorithmic descriptions of the procedures as well as examples that illustrate the use of algorithms in data analysis. The MATLAB code, examples, and data sets are available online.

Yair M. Altman ... 785 pages - Publisher: Chapman and Hall/CRC; 1st edition (December, 2014) ... Language: English - ISBN-10: 1482211297 - ISBN-13: 978-1482211290 ...

The MATLAB® programming environment is often perceived as a platform suitable for prototyping and modeling but not for "serious" applications. One of the main complaints is that MATLAB is just too slow. Accelerating MATLAB Performance aims to correct this perception by describing multiple ways to greatly improve MATLAB program speed. Packed with thousands of helpful tips, it leaves no stone unturned, discussing every aspect of MATLAB. Ideal for novices and professionals alike, the book describes MATLAB performance in a scale and depth never before published. It takes a comprehensive approach to MATLAB performance, illustrating numerous ways to attain the desired speedup. The book covers MATLAB, CPU, and memory profiling and discusses various tradeoffs in performance tuning. It describes both the application of standard industry techniques in MATLAB, as well as methods that are specific to MATLAB such as using different data types or built-in functions. The book covers MATLAB vectorization, parallelization (implicit and explicit), optimization, memory management, chunking, and caching. It explains MATLAB’s memory model and details how it can be leveraged. It describes the use of GPU, MEX, FPGA, and other forms of compiled code, as well as techniques for speeding up deployed applications. It details specific tips for MATLAB GUI, graphics, and I/O. It also reviews a wide variety of utilities, libraries, and toolboxes that can help to improve performance. Sufficient information is provided to allow readers to immediately apply the suggestions to their own MATLAB programs. Extensive references are also included to allow those who wish to expand the treatment of a particular topic to do so easily. Supported by an active website, and numerous code examples, the book will help readers rapidly attain significant reductions in development costs and program run times.

Stuart Stanley, Jervis Moy ... 288 pages - Publisher: Palgrave; 2nd edition (June 18, 1996) ...
Language: English - ISBN-10: 0333641779 - ISBN-13: 978-0333641774 ...

This is a completely revised, updated and reset edition of the text that appeared with the same title during the 1980s. It covers the requirements of the most recent design standards (BS5950, BS8110 and the Eurocodes) and will appeal to undergraduate and postgraduate students of civil and structural engineering and to practising engineers. Plastic behaviour and the methods for calculating the collapse load of steel structures are discussed and examined in detail. An explanation of the effects of deflections, instability and imperfections on the collapse of structures is followed by a description of the design methods for steel structures. The application of plastic methods to concrete structures and the yield line and strip methods for slabs are also presented. The coverage of both steel and concrete in the same volume is a unique feature of this text which will appeal to many readers. Throughout the book, the emphasis is on applications to modern analysis and design. Each chapter provides the background theory, followed by a series of carefully graded examples with many diagrams that illustrate application of the theory; the chapter concludes with a brief summary which is followed by a wide range of problems (with answers).

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