MATLAB & Simulink Based Books

Written for upper-level undergraduates and first-year graduate students, this book aims to make computational statistics techniques available to researchers in engineering, statistics, psychology, biostatics, data mining, and any other discipline that must deal with the analysis of raw data. The focus of this book is on the methods of computational statistics and how to implement them.

MATLAB and Statistics Toolbox are used to solve examples in probability, sampling, data analysis, Monte Carlo methods, nonparametric regression, statistical pattern recognition, and more. Appendices provide an introduction to MATLAB and Statistics Toolbox. In addition, a supplemental set of MATLAB M-files is available for download.