Historique
Livre
Applied statistics using SPSS, STATISTICA and MATLAB
Auteur(s) :
MARQUES DE SA, J. P.
Année
2003
Page(s) :
452 p.
Langue(s) :
Anglais
Éditeur(s) :
Berlin : Springer
ISBN :
978-3-540-01156-9
Domaine :
Hors addiction / No addiction
Discipline :
EPI (Epidémiologie / Epidemiology)
Note générale :
Avec CD-Rom.
Note de contenu :
CONTENTS:
- Presenting and Summarising the Data.
- Estimating Data Parameters.
- Parametric Tests of Hypotheses.
- Non-Parametric Tests of Hypotheses.
- Statistical Classification.
- Data Regression.
- Data Structure Analysis.
- Directional Data.
- Appendix A. Short Survey on Probability Theory.
- Appendix B. Distributions.
- Appendix C. Point Estimation.
- Appendix D. Tables.
- Appendix E. Datasets.
- Appendix F. Tools.
- Presenting and Summarising the Data.
- Estimating Data Parameters.
- Parametric Tests of Hypotheses.
- Non-Parametric Tests of Hypotheses.
- Statistical Classification.
- Data Regression.
- Data Structure Analysis.
- Directional Data.
- Appendix A. Short Survey on Probability Theory.
- Appendix B. Distributions.
- Appendix C. Point Estimation.
- Appendix D. Tables.
- Appendix E. Datasets.
- Appendix F. Tools.
Résumé :
Assuming no previous statistics education, this practical reference provides a comprehensive introduction and tutorial on the main statistical analysis topics, demonstrating their solution with the most common software package. 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 and STATISTICA for analysis such as data description, statistical inference, classification and regression, factor analysis, survival data and directional statistics. It concisely explains key concepts and methods, illustrated by practical examples using real data, and includes a CD-ROM with software tools and data sets used in the examples and exercises. Readers learn which software tools to apply and also gain insights into the comparative capabilities of the primary software packages. (Editor' s abstract)
Affiliation :
Portugal
Cote :
USUEL 265