Applied statistics using SPSS, STATISTICA, MATLAB and R
This practical reference provides a comprehensive introduction and tutorial on the main statistical analysis topics, demonstrating their solutions with the most common software packages. Intended for anyone needing to apply statistical analysis to a large variety of science and engineering problems, the book explains and shows how to use SPSS, MATLAB, STATISTICA, and R for research such as data description, statistical inference, classification, and regression, factor analysis, survival data, and directional statistics. It concisely explains critical concepts and methods, illustrated by practical examples using accurate data, and includes a CD-ROM with software tools and data sets. Readers learn which software tools to apply and gain insights into the comparative capabilities of the primary software packages. The significant improvements of the second edition are the inclusion of the R language, a new section on bootstrap estimation methods, improved treatment of tree classifiers, and additional examples and exercises.
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Author(s): Joaquim P. Marques de Sá
Publisher: Springer, Year: 2007