Applied Statistics Using SPSS, STATISTICA, MATLAB and R
Joaquim P. Marques de Sá
Springer International Publishing, 2007
ISBN: 9783540719717;
Language: English
Applied Statistics Using SPSS, STATISTICA, MATLAB and R is intended for students, professionals and research workers who need to apply statistical analysis to a large variety of practical problems. The book provides a comprehensive coverage of the main statistical analysis topics important for practical applications such as data description, statistical inference, classification and regression, factor analysis, survival data and directional statistics. The relevant notions and methods are explained concisely, illustrated with practical examples using real data, presented with the distinct intention of clarifying sensible practical issues. The solutions presented in the examples are obtained with one of the software packages in a pedagogical way, and it provides guidance on how to use MATLAB in statistical analysis applications.
Major improvements of the second edition are the inclusion of a new section on bootstrap estimation methods, a revised explanation and treatment of tree classifiers as well as extra examples and exercises.
MATLAB is used throughout the book.
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