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1. Introduction
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2. Downloading and Installing SPSS
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3. Dataset & Resources
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4. References and Further Readings on Method
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5. Conceptual Foundation of Statistics
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6. Data Entry Learning to Enter Data in SPSS
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7. Working with Various File Types in SPSS
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8. Data Transformation in SPSS RECODE and Other Transformation Functions
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9. Descriptive Statistics using SPSS
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10. Independent Sample t-test Comparing Two Independent Group Means
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11. Paired Sample t-test Comparing Differences between Two Correlated Group Means
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12. One-Way ANOVA Comparing Differences between More than Two Groups
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13. Linear Regression Cause and Effect Analysis of One IV on One DV
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14. Multiple Regression Causal Effect of Many IVs on One DV
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15. Hierarchical Regression Analysis
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16. Exploratory Factor Analysis
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17. Chi-Square Test
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18. Reliability Analysis
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19. Graphical Presentation & Data Visualization in SPSS
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20. Logistic Regression
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21. Moderation and Mediation Analysis using PROCESS Macro
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22. General Linear Modelling (GLM) & Generalized Linear Modelling (GLIM)
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23. One-Way Repeated Measure ANOVA
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24. Correlations
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25. Measures of Association
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26. Bug Fixing in SPSS
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27. Assignments
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28. ANCOVA One-Way Analysis of Covariance
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29. Python for SPSS Users