Best Selling Books by Angel R Martinez

Angel R Martinez is the author of Exploratory Data Analysis with MATLAB (2010) and Computational Statistics Handbook with Matlab (2021).

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Exploratory Data Analysis with MATLAB

release date: Dec 16, 2010
Exploratory Data Analysis with MATLAB
Since the publication of the bestselling first edition, many advances have been made in exploratory data analysis (EDA). Covering innovative approaches for dimensionality reduction, clustering, and visualization, Exploratory Data Analysis with MATLAB®, Second Edition uses numerous examples and applications to show how the methods are used in practice. New to the Second Edition Discussions of nonnegative matrix factorization, linear discriminant analysis, curvilinear component analysis, independent component analysis, and smoothing splines An expanded set of methods for estimating the intrinsic dimensionality of a data set Several clustering methods, including probabilistic latent semantic analysis and spectral-based clustering Additional visualization methods, such as a rangefinder boxplot, scatterplots with marginal histograms, biplots, and a new method called Andrews’ images Instructions on a free MATLAB GUI toolbox for EDA Like its predecessor, this edition continues to focus on using EDA methods, rather than theoretical aspects. The MATLAB codes for the examples, EDA toolboxes, data sets, and color versions of all figures are available for download at http://pi-sigma.info

Computational Statistics Handbook with Matlab

release date: Sep 30, 2021
Computational Statistics Handbook with Matlab
This 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. This edition uses the latest version of MATLAB(R) and the corresponding version of the Statistics and Machine Learning Toolbox. It also incorporates new


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