SPSS Masterclass: Learn SPSS From Scratch to Advanced

24. Correlations

• 1. Introduction to Correlation Page
• 2. What is Correlation Page
• 3. Types of Correlations Positive and Negative Correlations Page
• 4. Understanding Correlation coefficient and its Range Page
• 5. Which Correlation Coefficient to Use and When Page
• 6. Introduction to Pearson's Correlation Origin, Use & Why its so Popular Page
• 7. Why it is Called Product Moment Correlation Coefficient Page
• 8. Assumptions of Pearson's Product Moment Correlation Page
• 9. Calculation of r Deviation Score formula Page
• 10. Calculation of r Z-Score Formula Page
• 11. Calculation of r Raw Score Formula Page
• 12. Calculation of r Co-variance Formula Page
• 13. Manual Calculation of r using Raw Score Method Page
• 14. Importance of Correlation Coefficient Page
• 15. Spurious Correlations Correlation does not signify causation Page
• 16. Pearson Correlation as a Coefficient of Variability (R-squared) Page
• 17. Calculation of r in SPSS Checking Assumptions Page
• 18. Calculation of r in SPSS Understanding Pearson, Two tailed, and Bootstrapping Page
• 19. Interpretation of Output of r Page
• 20. Bootstrapping the Correlation Coefficient (r) Page
• 21. Writing Output of r in APA style Page
• 22. Fixing the Bootstrap Bug in SPSS 25 Page
• 23. Introduction to Biserial and Point Biserial Correlations Page
• 24. When to Use Biserial and When to Use Point Biserial Corrleation Page
• 25. Calculation and Interpretation of Biserial Correlation in SPSS Page
• 26. APA Style Reporting of Biserial Correlation Output Page
• 27. Exercise Calculating a Point Biserial Correlation between Gender and Salary Page
• 28. How to Calculate Point Biserial Corrleation in SPSS Page
• 29. How to Interpret Point Biserial Corrleation in SPSS Page
• 30. How to Report Point Biserial Correlation Output in APA style Page
• 31. Introduction to Spearman's Rank Order Correlation Coefficient (Rho) Page
• 32. When to Use Rank Order Correlation Coefficient Four Examples Page
• 33. Who gave Rho and How it is Denoted Page
• 34. Assumptions of Spearman's Rank Order Correlation Coefficient Page
• 35. Understanding the formula Rho and Ranking Method Page
• 36. How to deal with Tied Ranks while Calculating Rho Page
• 37. Should I Rank My Variables First then calculate Rho Page
• 38. Calculating and Interpreting Rho in SPSS Page
• 39. Rho is r on Ranked Data Proof Page
• 40. APA style Reporting of Spearman's Rank Order Correlation Coefficient Page
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