Applied Statistics Using SPSS, STATISTICA, MATLAB and R

  • Joaquim P. Marques de Sá

Table of contents

  1. Front Matter
    Pages I-XXIV
  2. Joaquim P. Marques de Sá
    Pages 1-28
  3. Joaquim P. Marques de Sá
    Pages 29-80
  4. Joaquim P. Marques de Sá
    Pages 81-109
  5. Joaquim P. Marques de Sá
    Pages 111-169
  6. Joaquim P. Marques de Sá
    Pages 171-222
  7. Joaquim P. Marques de Sá
    Pages 223-270
  8. Joaquim P. Marques de Sá
    Pages 271-328
  9. Joaquim P. Marques de Sá
    Pages 329-352
  10. Joaquim P. Marques de Sá
    Pages 353-374
  11. Joaquim P. Marques de Sá
    Pages 375-401
  12. Back Matter
    Pages 403-505

About this book


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.


Applied Statistics Classification and Regression Data Description Directional Statistics Factor analysis MATLAB Probability theory Regression SPSS STATISTICA Survival analysis calculus classification statistical analysis statistics

Editors and affiliations

  • Joaquim P. Marques de Sá
    • 1
  1. 1.Fac. EngenhariaUniversidade do PortoPortoPortugal

Bibliographic information