SPSS for Starters SPSS for Starters /

• Main Authors: Cleophas, Ton J. (Author), Zwinderman, Aeilko H. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: Dordrecht : Springer Netherlands : Imprint: Springer, 2010.
• Subjects: Medicine.; Biometrics.; Statistics.; Mathematical statistics.; Biomedicine.; Biomedicine general.; Statistical Theory and Methods.; Statistics and Computing/Statistics Programs.; Statistics, general.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-90-481-9519-0

This small book contains all statistical tests that are relevant for starters on SPSS. Each test is explained using a data example from clinical practice, including every step in SPSS and the main tables of results with an accompanying text with interpretations of the results and hints convenient fo...

Table of Contents:

• 1. Introduction
• 2. One sample continuous and binary data (t-test, z-test)
• 3. Paired continuous data (paired t-test, Wilcoxon)
• 4. Unpaired continuous data (unpaired t-test, Mann-Whitney)
• 5. Linear regression
• 6. Repeated-measures-ANOVA, Friedman
• 7. Mixed models
• 8. One-way-ANOVA, Kruskall-Wallis
• 9. Trend tests of continuous data
• 10. Unpaired binary data (crosstabs)
• 11. Logistic regression
• 12. Trend tests of binary data
• 13. Paired binary data (McNemars chi-square test)
• 14. Multiple paired binary data (Cochrans Q test)
• 15. Cox regression
• 16. Cox regression with time-dependent variables
• 17. Validating qualitative diagnostic tests
• 18. Validating quantitative diagnostic tests
• 19. Reliability assessment of qualitative diagnostic tests
• 20. Reliability assessment of quantitative diagnostic tests
• Final remarks
• Index.