Computational Statistics Handbook with MATLAB

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.

Computational Statistics Handbook with MATLAB, Wendy L. Martinez, Angel R. Martinez

... Civil Engineering [Coastal, Waterway & Ocean Engineering - Construction Engineering - Dams & Hydraulic Engineering - Earthquake Engineering-Geotechnical Engineering - Structural Engineering - Transportation Engineering etc.]

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