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Data Science Courses
SPSS Masterclass
Tóm tắt
SPSS Masterclass: Learn SPSS From Scratch to Advanced
What you'll learn
Analyse any type of numerical
data
using SPSS with confidence
Independently plan your research study from scratch.
Understand the research design and results presented in high quality journal articles
Do
data
analysis accurately and present the results in standard format.
SPSS Masterclass
1. Introduction
2. Downloading and Installing SPSS
3. Dataset & Resources
4. References and Further Readings on Method
5. Conceptual Foundation of Statistics
6. Data Entry Learning to Enter Data in SPSS
7. Working with Various File Types in SPSS
8. Data Transformation in SPSS RECODE and Other Transformation Functions
9. Descriptive Statistics using SPSS
10. Independent Sample t-test Comparing Two Independent Group Means
11. Paired Sample t-test Comparing Differences between Two Correlated Group Means
12. One-Way ANOVA Comparing Differences between More than Two Groups
13. Linear Regression Cause and Effect Analysis of One IV on One DV
14. Multiple Regression Causal Effect of Many IVs on One DV
15. Hierarchical Regression Analysis
16. Exploratory Factor Analysis
17. Chi-Square Test
18. Reliability Analysis
19. Graphical Presentation & Data Visualization in SPSS
20. Logistic Regression
21. Moderation and Mediation Analysis using PROCESS Macro
22. General Linear Modelling (GLM) & Generalized Linear Modelling (GLIM)
23. One-Way Repeated Measure ANOVA
24. Correlations
25. Measures of Association
26. Bug Fixing in SPSS
27. Assignments
28. ANCOVA One-Way Analysis of Covariance
29. Python for SPSS Users
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