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Exercises in Statistics and Regression Analysis with MATLAB

Exercises in Statistics and Regression Analysis with MATLAB

Written for undergraduate-level students, this book provides an introduction to MATLAB using practical applications and real world examples. Topics covered include empirical and theoretical distributions, estimation of distribution parameters, statistical tests, construction of regression models (including a method of least squares), design of experiment, gradient method of Box-Wilson, significance tests of regression models, and search strategy in solving extremum problems.

MATLAB and Statistics and Machine Learning Toolbox are used to solve numerous application examples in modeling and visualization of random data and data analysis.

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About This Book

Valery Meshcheryakov

MIFI, 2009

ISBN: 978-5-86404-228-1
Language: Russian