IBM SPSS Statistics 25 Step by Step

A Simple Guide and Reference

Darren George, Paul Mallery (Autoren)

Buch | Hardcover

390 Seiten

2018 | 15th New edition
Routledge (Verlag)
978-1-138-49104-5 (ISBN)

Infos

IBM SPSS Statistics 25 Step by Step: A Simple Guide and Reference, fifteenth edition, takes a straightforward, step-by-step approach that makes SPSS software clear to beginners and experienced researchers alike. Extensive use of four-color screen shots, clear writing, and step-by-step boxes guide readers through the program. Exercises at the end of each chapter support students by providing additional opportunities to practice using SPSS.


This book covers both the basics of descriptive statistical analysis using SPSS through to more advanced topics such as multiple regression, multidimensional scaling and MANOVA, including instructions for Windows and Mac. This makes it ideal for both undergraduate statistics courses and for postgraduates looking to further develop their statistics and SPSS knowledge.


New to this edition:








Updated throughout to SPSS 25







Updated / restructured material on: Chart Builder; Univariate ANOVA; moderation on two- and three-way ANOVA; and Factor Analytic Techniques (formerly Factor Analysis structure)







New material on computing z and T scores, and on computing z scores within descriptive statistics　







Clearer in-chapter links between the type of data and type of research question that the procedure can answer







Updated / additional datasets, exercises, and expanded Companion Website material, including Powerpoint slides for instructors

Autor

Darren George is a Professor of Psychology at Burman University (Alberta, Canada) whose research focuses on intimate relationships. He teaches classes in Personality and Social Psychology, research methods, and multivariate analysis. Paul Mallery is a Professor of Psychology at La Sierra University whose research focuses on the intersection of religion and prejudice. He teaches classes in research methodology, statistics, social psychology, and political psychology.

Inhalt

Preface


1. An Overview of IBM SPSS Statistics


2a. IBM SPSS Statistics Processes for PC


2b. IBM SPSS Statistics Processes for Mac


3. Creating and Editing a Data File


4. Managing Data


5. Graphs and Charts: Creating and Editing


6. Frequencies


7. Descriptive Statistics


8. Crosstabulation and χ2 Analyses


9. The Means Procedure


10. Bivariate Correlation


11. The t Test Procedure


12. The One-Way ANOVA Procedure


13. General Linear Models: Two-Way ANOVA


14. General Linear Models: Three-Way ANOVA


15. Simple Linear Regression


16. Multiple Regression Analysis


17. Nonparametric Procedures


18. Reliability Analysis


19. Multidimensional Scaling


20. Factor Analysis


21. Cluster Analysis


22. Discriminant Analysis


23. General Linear Models: MANOVA and MANCOVA


24. G.L.M.: Repeated-Measures MANOVA


25. Logistic Regression


26. Hierarchical Log-Linear Models


27. Nonhierarchical Log-Linear Models


28. Residuals: Analyzing Left-Over Variance


Data Files


Glossary


References


Credits


Index

Produkt-Details

• Erscheinungsdatum: 15.10.2018
• Verlagsort: London
• Sprache: englisch
• Maße: 210 x 280 mm
• Gewicht: 910 g
• Themenwelt: Geisteswissenschaften ► Psychologie
• Themenwelt: Mathematik / Informatik ► Mathematik ► Statistik
• Themenwelt: Naturwissenschaften
• ISBN-10: 1-138-49104-7 / 1138491047
• ISBN-13: 978-1-138-49104-5 / 9781138491045
• Zustand: Neuware