MATLAB and Simulink Based Books

Exploratory Data Analysis with MATLAB, 2e

Exploratory Data Analysis with MATLAB, 2e

Written for upper-level students and professionals, this text focuses on the application of exploratory data analysis methods using MATLAB. Topics include linear and nonlinear methods of dimensionality reduction, model-based clustering, scatter-plot smoothing, and graphical methods for EDA. The revised second edition includes additional visualization methods such as rangefinder box plots, scatter plots with marginal histograms, biplots, and a new method called Andrews’ images. 

An introduction to MATLAB is included in an appendix. MATLAB and Statistics Toolbox are used throughout the book to solve application examples. In addition, a supplemental set of MATLAB code files is available for download.

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About This Book

Wendy L. Martinez, US Bureau of Labor Statistics
Angel R. Martinez, Strayer University
Jeffrey L. Solka, US Department of Defense

Chapman & Hall/CRC, 2011

ISBN: 978-1-4398-1220-4
Language: English