Applied Statistics Using SPSS, STATISTICA, MATLAB and R

Joaquim P. Marques de Sá

ISBN 10: 3540011560 / ISBN 13: 9783540011569

Published by Springer 12/06/2003, 2003

About this Item

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Bibliographic Details

• Title: Applied Statistics Using SPSS, STATISTICA, MATLAB and R
• Publisher: Springer 12/06/2003
• Publication Date: 2003
• Language: English
• ISBN 10: 3540011560
• ISBN 13: 9783540011569
• Binding: Hardcover
• Condition: Very Good

About this title

Synopsis

Book by Marques de Sá, Joaquim P.

From the Back Cover

This successful textbook is intended for students, professionals and research workers who need to apply statistical analysis to a large variety of practical problems using SPSS, MATLAB, STATISTICA and R. 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. It provides guidance on how to use SPSS, MATLAB, STATISTICA and R in statistical analysis applications without having to delve in the manuals.
Major improvements of the second edition are the inclusion of the R language as one of the application tools, a new section on bootstrap estimation methods, a revised explanation and treatment of tree classifiers as well as extra examples and exercises.