FreeCourseLab com Udemy SPSS Masterclass Learn SPSS From Scratch to Advanced

/1. Introduction/

1. Introduction Know Your Instrutor.mp4

1. Introduction Know Your Instrutor.vtt

/10. Independent Sample t-test Comparing Two Independent Group Means/

1. Independent sample t-test Defining input options.mp4

1. Independent sample t-test Defining input options.vtt

2. Independent sample t-test Interpreting descriptive output (Mean, SD, SE).mp4

2. Independent sample t-test Interpreting descriptive output (Mean, SD, SE).vtt

3. Independent Sample t-test Interpreting Levene's test, t, p, SE & 95% CI.mp4

3. Independent Sample t-test Interpreting Levene's test, t, p, SE & 95% CI.vtt

4. APA Style write-up for Independent Sample t-test.mp4

4. APA Style write-up for Independent Sample t-test.vtt

4.1 APA Style write.pdf.pdf

/11. Paired Sample t-test Comparing Differences between Two Correlated Group Means/

1. When to use Paired Sample t-test.mp4

1. When to use Paired Sample t-test.vtt

2. Calculating Paired Sample t-test in SPSS.mp4

2. Calculating Paired Sample t-test in SPSS.vtt

3. Interpreting Paired Sample t-test Output.mp4

3. Interpreting Paired Sample t-test Output.vtt

4. APA Style write-up for Paired Sample t-test.mp4

4. APA Style write-up for Paired Sample t-test.vtt

4.1 APA Style write.pdf.pdf

/12. One-Way ANOVA Comparing Differences between More than Two Groups/

1. When to Use One-Way ANOVA.mp4

1. When to Use One-Way ANOVA.vtt

2. Calculating One-Way ANOVA in SPSS.mp4

2. Calculating One-Way ANOVA in SPSS.vtt

3. Interpreting ANOVA output Descriptive Statistics.mp4

3. Interpreting ANOVA output Descriptive Statistics.vtt

4. Interpreting Output ANOVA Summary Table.mp4

4. Interpreting Output ANOVA Summary Table.vtt

5. Doing Post-hoc analysis in ANOVA Homogeneity of Variance Test & Post-hoc.mp4

5. Doing Post-hoc analysis in ANOVA Homogeneity of Variance Test & Post-hoc.vtt

6. Trend Analysis & Means Plot in ANOVA.mp4

6. Trend Analysis & Means Plot in ANOVA.vtt

7. Contrast Analysis in ANOVA.mp4

7. Contrast Analysis in ANOVA.vtt

/13. Linear Regression Cause and Effect Analysis of One IV on One DV/

1. What is regression.mp4

1. What is regression.vtt

2. When to Use Linear Regression Vs. Multiple Regression.mp4

2. When to Use Linear Regression Vs. Multiple Regression.vtt

3. Defining SPSS Input Options for Linear Regression.mp4

3. Defining SPSS Input Options for Linear Regression.vtt

4. Interpreting Linear Regression Output Variables & Model Summary.mp4

4. Interpreting Linear Regression Output Variables & Model Summary.vtt

5. Interpreting Linear Regression Output Constant, B, Beta, SE & t.mp4

5. Interpreting Linear Regression Output Constant, B, Beta, SE & t.vtt

/14. Multiple Regression Causal Effect of Many IVs on One DV/

1. What is Multiple Regression.mp4

1. What is Multiple Regression.vtt

10. Running Stepwise and Forward Selection Method of Regression in SPSS.mp4

10. Running Stepwise and Forward Selection Method of Regression in SPSS.vtt

11. Choosing a Method of Multiple Regression Remove Method.mp4

11. Choosing a Method of Multiple Regression Remove Method.vtt

2. Assumptions of Multiple Regression Linearity & Testing Linearity in SPSS.mp4

2. Assumptions of Multiple Regression Linearity & Testing Linearity in SPSS.vtt

3. Assumptions 2 Independence of ErrorsLack of Autocorrelations & Testing in SPSS.mp4

3. Assumptions 2 Independence of ErrorsLack of Autocorrelations & Testing in SPSS.vtt

4. Assumptions 3 Homoscedasticity of Errors & Testing it in SPSS.mp4

4. Assumptions 3 Homoscedasticity of Errors & Testing it in SPSS.vtt

5. Assumptions 4 Multivariate Normality & Testing it in SPSS.mp4

5. Assumptions 4 Multivariate Normality & Testing it in SPSS.vtt

6. Assumptions 5 Multicollinearity & Testing it in SPSS.mp4

6. Assumptions 5 Multicollinearity & Testing it in SPSS.vtt

7. Choosing a Method of Multiple Regression Enter Method.mp4

7. Choosing a Method of Multiple Regression Enter Method.vtt

8. Choosing a Method of Multiple Regression Stepwise and Forward Selection Method.mp4

8. Choosing a Method of Multiple Regression Stepwise and Forward Selection Method.vtt

9. Choosing a Method of Multiple Regression Backward Elimination Method.mp4

9. Choosing a Method of Multiple Regression Backward Elimination Method.vtt

/15. Hierarchical Regression Analysis/

1. What is Hierarchical Regression Analysis and when to use it.mp4

1. What is Hierarchical Regression Analysis and when to use it.vtt

2. Setting Data and Defining Model in Hierarchical Regression.mp4

2. Setting Data and Defining Model in Hierarchical Regression.vtt

3. Refining Model and Detecting Multicollinearity through Correlation Matrix.mp4

3. Refining Model and Detecting Multicollinearity through Correlation Matrix.vtt

4. Taming Bad Data Using beta, R squared and p values to further refine model.mp4

4. Taming Bad Data Using beta, R squared and p values to further refine model.vtt

5. Interpreting the Output of Hierarchical Regression.mp4

5. Interpreting the Output of Hierarchical Regression.vtt

/16. Exploratory Factor Analysis/

1. What is Factor Analysis.mp4

1. What is Factor Analysis.vtt

10. Understanding Inverse, Reproduced, Anti-Image.mp4

10. Understanding Inverse, Reproduced, Anti-Image.vtt

11. Extraction Method Principle Component Analysis.mp4

11. Extraction Method Principle Component Analysis.vtt

12. Extraction Method Principle Axis Factoring.mp4

12. Extraction Method Principle Axis Factoring.vtt

13. Extraction Method Maximum Likelihood Estimation.mp4

13. Extraction Method Maximum Likelihood Estimation.vtt

14. Choosing Correlation vs. Covariance Matrix for Factor Analysis.mp4

14. Choosing Correlation vs. Covariance Matrix for Factor Analysis.vtt

15. Interpreting Correlation Matrix & Unrotated Factor Solution.mp4

15. Interpreting Correlation Matrix & Unrotated Factor Solution.vtt

16. Determining number of factors Scree Plot vs. Kaiser's eigen value criteria.mp4

16. Determining number of factors Scree Plot vs. Kaiser's eigen value criteria.vtt

17. Factor Rotation What it is and why its done.mp4

17. Factor Rotation What it is and why its done.vtt

18. Rotation Methods Varimax, Quartimax, Equamax, Direct Oblimin, Promax.mp4

18. Rotation Methods Varimax, Quartimax, Equamax, Direct Oblimin, Promax.vtt

19. Calculating Factor Scores Regression, Bartlett, Anderson-Rubin.mp4

19. Calculating Factor Scores Regression, Bartlett, Anderson-Rubin.vtt

2. Understanding Latent Variables and Indicators in FA.mp4

2. Understanding Latent Variables and Indicators in FA.vtt

20. Factor Score Coefficient Matrix.mp4

20. Factor Score Coefficient Matrix.vtt

21. Missing Value Analysis Listwise, Pairwise, Replace with Mean.mp4

21. Missing Value Analysis Listwise, Pairwise, Replace with Mean.vtt

22. Sort by Size & Suppressing Smaller Coefficients.mp4

22. Sort by Size & Suppressing Smaller Coefficients.vtt

23. Project in Factor Analysis Part 1 Identifying Dimensions of Personality.mp4

23. Project in Factor Analysis Part 1 Identifying Dimensions of Personality.vtt

24. Project in Factor Analysis Part 2 Identifying Dimensions of Personality.mp4

24. Project in Factor Analysis Part 2 Identifying Dimensions of Personality.vtt

25. Project in Factor Analysis Part 3 Identifying Dimensions of Personality.mp4

25. Project in Factor Analysis Part 3 Identifying Dimensions of Personality.vtt

26. Project in Factor Analysis Part 4 Factor Naming.mp4

26. Project in Factor Analysis Part 4 Factor Naming.vtt

27. Project in Factor Analysis Part 5 Reliability Analysis of Factors.mp4

27. Project in Factor Analysis Part 5 Reliability Analysis of Factors.vtt

28. Project in Factor Analysis Part 6 Presenting Results in APA Style.mp4

28. Project in Factor Analysis Part 6 Presenting Results in APA Style.vtt

28.1 Table 1 Results of exploratory factor analysis.pdf.pdf

3. Sample Researches Using FA in Social Science & Engineering.mp4

3. Sample Researches Using FA in Social Science & Engineering.vtt

4. Historical Origin of FA & Its Application in Test Construction.mp4

4. Historical Origin of FA & Its Application in Test Construction.vtt

5. Exploratory Factor Analysis vs. Confirmatory Factor Analysis (EFA vs. CFA).mp4

5. Exploratory Factor Analysis vs. Confirmatory Factor Analysis (EFA vs. CFA).vtt

6. Setting Data for Factor Analysis.mp4

6. Setting Data for Factor Analysis.vtt

7. Understanding Selection Variable.mp4

7. Understanding Selection Variable.vtt

8. Univariate Descriptives & Initial Solutions Descriptive.mp4

8. Univariate Descriptives & Initial Solutions Descriptive.vtt

9. Correlation Matrix Coefficients, Significance, Determinant, KMO & Bartlett's.mp4

9. Correlation Matrix Coefficients, Significance, Determinant, KMO & Bartlett's.vtt

/17. Chi-Square Test/

1. Chi Square Test Introduction and When to Use Chi-Square Test.mp4

1. Chi Square Test Introduction and When to Use Chi-Square Test.vtt

10. Practice Data set for One-Way Chi square.mp4

10. Practice Data set for One-Way Chi square.vtt

10.1 Candy colour dataset.xlsx.xlsx

10.1 City Crime Data.xlsx.xlsx

10.2 Candy colour dataset.xlsx.xlsx

10.2 City Crime Data.xlsx.xlsx

2. Assumptions of Chi-square Test.mp4

2. Assumptions of Chi-square Test.vtt

3. Formula for Calculation of Chi-Square Test.mp4

3. Formula for Calculation of Chi-Square Test.vtt

4. Setting Data for Calculation of Chi-Square using Crosstabs Option.mp4

4. Setting Data for Calculation of Chi-Square using Crosstabs Option.vtt

5. Testing Assumptions of Chi-Square test Using Crosstabs Option.mp4

5. Testing Assumptions of Chi-Square test Using Crosstabs Option.vtt

6. Interpreting Output of Chi-Square Test and APA Style Reporting.mp4

6. Interpreting Output of Chi-Square Test and APA Style Reporting.vtt

6.1 How to report the results of Chi Square in APA Format.pdf.pdf

7. One-way Chi Square When to use and how its different from two-way Chi square.mp4

7. One-way Chi Square When to use and how its different from two-way Chi square.vtt

7.1 One Way Chi Square.pptx.pptx

8. Setting Data for One-way Chi Square Test.mp4

8. Setting Data for One-way Chi Square Test.vtt

9. Weigh Cases, Calculation, Interpretation & APA Write-up for One-Way Chi Square.mp4

9. Weigh Cases, Calculation, Interpretation & APA Write-up for One-Way Chi Square.vtt

/18. Reliability Analysis/

1. Introduction to Reliability Analysis.mp4

1. Introduction to Reliability Analysis.vtt

10. Formula of Cronbach's Alpha.mp4

10. Formula of Cronbach's Alpha.vtt

11. Range of Cronbach's Alpha.mp4

11. Range of Cronbach's Alpha.vtt

12. Calculating Reliability Understanding Scale if an Item is Deleted Option.mp4

12. Calculating Reliability Understanding Scale if an Item is Deleted Option.vtt

13. Interpreting Case Processing Summary & Alpha Coefficient.mp4

13. Interpreting Case Processing Summary & Alpha Coefficient.vtt

14. Improving Reliability of a Scale Diagnosing Missing Values.mp4

14. Improving Reliability of a Scale Diagnosing Missing Values.vtt

15. Improving Reliability Diagnosing Scale Mean and Variances.mp4

15. Improving Reliability Diagnosing Scale Mean and Variances.vtt

16. Improving Reliability Diagnosing Item-Total Correlations.mp4

16. Improving Reliability Diagnosing Item-Total Correlations.vtt

17. Improving Reliability Removing Ambiguous and Redundant Items.mp4

17. Improving Reliability Removing Ambiguous and Redundant Items.vtt

18. Item Discrimination Index.mp4

18. Item Discrimination Index.vtt

2. What is Reliability.mp4

2. What is Reliability.vtt

3. Reflective vs. Formative Models of Scale.mp4

3. Reflective vs. Formative Models of Scale.vtt

4. Should We Report Cronbach's Alpha or Composite Reliability.mp4

4. Should We Report Cronbach's Alpha or Composite Reliability.vtt

5. Type of Reliability Test-Retest Reliability.mp4

5. Type of Reliability Test-Retest Reliability.vtt

6. Type of Reliability Parallel Form.mp4

6. Type of Reliability Parallel Form.vtt

7. Type of Reliability Internal Consistency Reliability.mp4

7. Type of Reliability Internal Consistency Reliability.vtt

8. Understanding Cronbach's Alpha.mp4

8. Understanding Cronbach's Alpha.vtt

9. Assumptions of Cronbach's Alpha.mp4

9. Assumptions of Cronbach's Alpha.vtt

/19. Graphical Presentation & Data Visualization in SPSS/

1. Graphs & Data Visualization in SPSS An Introduction.mp4

1. Graphs & Data Visualization in SPSS An Introduction.vtt

10. How to Create Bar Diagrams with Error Bars in SPSS.mp4

10. How to Create Bar Diagrams with Error Bars in SPSS.vtt

11. How to Use Multipliers (Standard Error & Standard Deviation) in Bar Diagrams .mp4

11. How to Use Multipliers (Standard Error & Standard Deviation) in Bar Diagrams .vtt

12. Creating Clustered Bar Diagrams in SPSS.mp4

12. Creating Clustered Bar Diagrams in SPSS.vtt

13. Pie Charts Understanding and Setting Dataset.mp4

13. Pie Charts Understanding and Setting Dataset.vtt

14. Pie Charts Vs. Bar Diagram When to Use Pie Vs. Bar Diagram.mp4

14. Pie Charts Vs. Bar Diagram When to Use Pie Vs. Bar Diagram.vtt

15. How to create Pie Chart in SPSS.mp4

15. How to create Pie Chart in SPSS.vtt

16. Pie Chart How to Change the Color of Pie.mp4

16. Pie Chart How to Change the Color of Pie.vtt

17. Pie Chart How to Merge Slices.mp4

17. Pie Chart How to Merge Slices.vtt

2. Which Graph is Suitable for Me Rules for Creating Graphs Part 1.mp4

2. Which Graph is Suitable for Me Rules for Creating Graphs Part 1.vtt

3. Which Graph is Suitable for Me Rules for Creating Graphs Part 2.mp4

3. Which Graph is Suitable for Me Rules for Creating Graphs Part 2.vtt

4. Creating a Bar Diagram in SPSS.mp4

4. Creating a Bar Diagram in SPSS.vtt

5. How to Change Background Color of Bar Diagram in SPSS.mp4

5. How to Change Background Color of Bar Diagram in SPSS.vtt

6. How to Change Color & Patterns of Bars in Bar Diagram.mp4

6. How to Change Color & Patterns of Bars in Bar Diagram.vtt

7. How to Adjust Width of Bars in Bar Diagram.mp4

7. How to Adjust Width of Bars in Bar Diagram.vtt

8. How to Rename X & Y Axes of Bar Diagram in SPSS.mp4

8. How to Rename X & Y Axes of Bar Diagram in SPSS.vtt

9. Understanding Error Bars over Bar Diagram What, Why & How.mp4

9. Understanding Error Bars over Bar Diagram What, Why & How.vtt

/2. Downloading and Installing SPSS/

1. Downloading and Installing IBM SPSS Statistics 24 on Windows.mp4

1. Downloading and Installing IBM SPSS Statistics 24 on Windows.vtt

2. Downloading SPSS Grad Pack Student Version.mp4

2. Downloading SPSS Grad Pack Student Version.vtt

3. How to get answer to your queries fast.html

/20. Logistic Regression/

1. 1.What is Logistic Regression.mp4

1. 1.What is Logistic Regression.vtt

1.1 Logistic Regression 1.pptx.pptx

1.2 binary.xlsx.xlsx

10. 10.Understanding Block Option and Interaction Option.mp4

10. 10.Understanding Block Option and Interaction Option.vtt

11. 11.Selecting Method and Coding Categorical Variable as Dummy Variable.mp4

11. 11.Selecting Method and Coding Categorical Variable as Dummy Variable.vtt

12. 12.Understanding Save Option Predicted Probabilities & Group Membership.mp4

12. 12.Understanding Save Option Predicted Probabilities & Group Membership.vtt

13. 13.Understanding Save Option Influence - Cook's Distance & DFBeta Options.mp4

13. 13.Understanding Save Option Influence - Cook's Distance & DFBeta Options.vtt

14. 14.Understanding Save Residuals – Standardized.mp4

14. 14.Understanding Save Residuals – Standardized.vtt

15. 15.Understanding Classification Plots Option.mp4

15. 15.Understanding Classification Plots Option.vtt

16. 16.Understanding Hosmer-Lemeshow Goodness of Fit Test Option.mp4

16. 16.Understanding Hosmer-Lemeshow Goodness of Fit Test Option.vtt

17. 17.Understanding Case-wise Listing of Residuals.mp4

17. 17.Understanding Case-wise Listing of Residuals.vtt

18. Understanding Correlation of Estimates Option.mp4

18. Understanding Correlation of Estimates Option.vtt

19. Understanding Iteration History Option.mp4

19. Understanding Iteration History Option.vtt

2. 2.Understanding the Logistic Regression Model.mp4

2. 2.Understanding the Logistic Regression Model.vtt

20. Understanding CI for Exp(B) Option.mp4

20. Understanding CI for Exp(B) Option.vtt

21. Including Constant in Model.mp4

21. Including Constant in Model.vtt

22. Understanding Classification Cutoff .5 & Bootstrapping.mp4

22. Understanding Classification Cutoff .5 & Bootstrapping.vtt

23. Output Understanding Case Processing Summary & Dummy Variable Coding.mp4

23. Output Understanding Case Processing Summary & Dummy Variable Coding.vtt

24. Output Understanding Block 0 vs Other Blocks & Iteration History.mp4

24. Output Understanding Block 0 vs Other Blocks & Iteration History.vtt

25. Output Understanding -2 Log Likelihood & R squares (Cox n Snell, Negelkerke).mp4

25. Output Understanding -2 Log Likelihood & R squares (Cox n Snell, Negelkerke).vtt

26. Output Understanding Classification Table (Sensitivity & Specificity).mp4

26. Output Understanding Classification Table (Sensitivity & Specificity).vtt

27. Output Variables in Equation - Baseline Model Interpretation.mp4

27. Output Variables in Equation - Baseline Model Interpretation.vtt

28. Output Hosmer-Lemeshow & Contingency Table for Baseline Model.mp4

28. Output Hosmer-Lemeshow & Contingency Table for Baseline Model.vtt

29. Output Interpretation of Hosmer-Lemeshow Test for Default Model.mp4

29. Output Interpretation of Hosmer-Lemeshow Test for Default Model.vtt

3. 3.Understanding and Logistic Regression Model Shape, Logit and Probabilities.mp4

3. 3.Understanding and Logistic Regression Model Shape, Logit and Probabilities.vtt

30. Output Interpreting Variables in Equation for Default Model.mp4

30. Output Interpreting Variables in Equation for Default Model.vtt

31. Output Interpreting Wald's Test for Default Model.mp4

31. Output Interpreting Wald's Test for Default Model.vtt

32. Odd Ratios (in Depth) Part 1 - Fundamentals, Derivation & Calculation.mp4

32. Odd Ratios (in Depth) Part 1 - Fundamentals, Derivation & Calculation.vtt

33. Odd Ratios (in Depth) Part 2 - Calculating Odds of Lung Cancer w Smoking.mp4

33. Odd Ratios (in Depth) Part 2 - Calculating Odds of Lung Cancer w Smoking.vtt

34. Interpreting Odd Ratios in Variables in Equation Table.mp4

34. Interpreting Odd Ratios in Variables in Equation Table.vtt

35. Interpreting Correlation Table and Understanding Multi-collinearity.mp4

35. Interpreting Correlation Table and Understanding Multi-collinearity.vtt

36. Classification Plot Interpretation & Application.mp4

36. Classification Plot Interpretation & Application.vtt

37. Interpreting Case-wise Listing of Residuals Output.mp4

37. Interpreting Case-wise Listing of Residuals Output.vtt

38. Interpreting Predicted Probabilities and Group Membership.mp4

38. Interpreting Predicted Probabilities and Group Membership.vtt

39. Interpreting Cook's Distance and DFBeta.mp4

39. Interpreting Cook's Distance and DFBeta.vtt

4. 4.Understanding the Equation of Logistic Regression.mp4

4. 4.Understanding the Equation of Logistic Regression.vtt

40. Interpreting Omnibus Test Output.mp4

40. Interpreting Omnibus Test Output.vtt

41. Explaining Pseudo R Squares - 2Log Likelihood, Cox & Snell and Negelkerke.mp4

41. Explaining Pseudo R Squares - 2Log Likelihood, Cox & Snell and Negelkerke.vtt

42. Writing Final equation of Logistic Regression Manually.mp4

42. Writing Final equation of Logistic Regression Manually.vtt

43. APA Style Presentation of Table and Results.mp4

43. APA Style Presentation of Table and Results.vtt

43.1 Logistic Regression APA Style Output.pdf.pdf

5. 5.Requirements for Logistic Regression Analysis.mp4

5. 5.Requirements for Logistic Regression Analysis.vtt

6. 6.Assumptions of Logistic Regression.mp4

6. 6.Assumptions of Logistic Regression.vtt

7. 7.Concept of Odd Ratios (in Brief).mp4

7. 7.Concept of Odd Ratios (in Brief).vtt

8. 8.Setting Data and Understanding the Data File.mp4

8. 8.Setting Data and Understanding the Data File.vtt

8.1 binary.xlsx.xlsx

9. 9.How to Code the Binary Dependent Variable in Logistic Regression.mp4

9. 9.How to Code the Binary Dependent Variable in Logistic Regression.vtt

/21. Moderation and Mediation Analysis using PROCESS Macro/

1. Introduction to Mediation and Moderation Analysis.mp4

1. Introduction to Mediation and Moderation Analysis.vtt

1.1 2 Hypothesis for MOderation diligence moderating effect of resilience on burnout.pdf.pdf

1.2 3 Hypothesis Mediation Effect of age on Diabetes via glucose.pdf.pdf

1.3 1. Moderation and Mediation Analysis using Process Macro.pdf.pdf

10. Whats is Mediation Understanding a Mediation Model.mp4

10. Whats is Mediation Understanding a Mediation Model.vtt

11. Whats is Full n Partial Mediation.mp4

11. Whats is Full n Partial Mediation.vtt

11.1 10 Whats is full n partial mediation.mp4.mp4

12. Understanding Direct Indirect & Total Effects.mp4

12. Understanding Direct Indirect & Total Effects.vtt

13. What is Sobel Test.mp4

13. What is Sobel Test.vtt

14. Partially Standardized vs Completely Standardized Indirect Effects.mp4

14. Partially Standardized vs Completely Standardized Indirect Effects.vtt

15. Understanding Ratios of Indirect effect Indirect to Total vs Indirect to Direct.mp4

15. Understanding Ratios of Indirect effect Indirect to Total vs Indirect to Direct.vtt

16. What is Proportion of Variance Explained by Indirect Effect.mp4

16. What is Proportion of Variance Explained by Indirect Effect.vtt

17. Moderation analysis Dataset & Hypothesis Development.mp4

17. Moderation analysis Dataset & Hypothesis Development.vtt

18. Understanding Model Numbers.mp4

18. Understanding Model Numbers.vtt

19. Moderation Variables, Bootstrapping, Covariates, Proposed Moderator W,Z, V, Q.mp4

19. Moderation Variables, Bootstrapping, Covariates, Proposed Moderator W,Z, V, Q.vtt

2. Data, PPT & Resources.html

20. Moderation Options Mean Center for Products.mp4

20. Moderation Options Mean Center for Products.vtt

21. ModerationOptions Heteroscedasticity Consistent SE, OLSML CI, Data Plotting.mp4

21. ModerationOptions Heteroscedasticity Consistent SE, OLSML CI, Data Plotting.vtt

22. Moderation Conditioning Johnson-Neyman.mp4

22. Moderation Conditioning Johnson-Neyman.vtt

23. Moderation Multi-categorical.mp4

23. Moderation Multi-categorical.vtt

24. Dealing with Long Names.mp4

24. Dealing with Long Names.vtt

25. Explanation of Output of Moderation Analysis.mp4

25. Explanation of Output of Moderation Analysis.vtt

26. Plotting Moderation effect in SPSS and Excel.mp4

26. Plotting Moderation effect in SPSS and Excel.vtt

27. APA Style Presentation of Moderation Effect, Chart and Table.mp4

27. APA Style Presentation of Moderation Effect, Chart and Table.vtt

27.1 Table Moderation Analysis Conditional effect of resilience on burnout.docx.docx

28. Conceptual Model of Mediation Does Glucose Mediates the Influence of Diabetes.mp4

28. Conceptual Model of Mediation Does Glucose Mediates the Influence of Diabetes.vtt

29. Checking Suitability of Data for Mediation Analysis.mp4

29. Checking Suitability of Data for Mediation Analysis.vtt

3. Understanding Moderation analysis and its Regression Model - I.mp4

3. Understanding Moderation analysis and its Regression Model - I.vtt

30. Mediation M-Variables, Model Number, Bootstrap Sample, and Covariates.mp4

30. Mediation M-Variables, Model Number, Bootstrap Sample, and Covariates.vtt

31. MediationOptions OLSML Confidence Interval & Effect Size.mp4

31. MediationOptions OLSML Confidence Interval & Effect Size.vtt

32. MediationOption Sobel Test.mp4

32. MediationOption Sobel Test.vtt

33. MediationOptions Total Effect Model, Compare Indirect Effect, Print Model Cov.mp4

33. MediationOptions Total Effect Model, Compare Indirect Effect, Print Model Cov.vtt

34. Mediation Conditioning, Multi-categorical, and Long Names.mp4

34. Mediation Conditioning, Multi-categorical, and Long Names.vtt

35. Mediation Output Understanding Covariance Matrix Output.mp4

35. Mediation Output Understanding Covariance Matrix Output.vtt

36. Explaining Mediation Output-Part 1.mp4

36. Explaining Mediation Output-Part 1.vtt

37. Explaining Mediation Output-Part 2.mp4

37. Explaining Mediation Output-Part 2.vtt

38. Explaining Mediation Output-Part 3.mp4

38. Explaining Mediation Output-Part 3.vtt

39. Mediation Output Partially and Fully Standardized Indirect Effects.mp4

39. Mediation Output Partially and Fully Standardized Indirect Effects.vtt

4. Understanding Moderation analysis and its Regression Model - II.mp4

4. Understanding Moderation analysis and its Regression Model - II.vtt

40. Mediation Output Ratio of Indirect to Total Effect & Indirect to Direct Effect.mp4

40. Mediation Output Ratio of Indirect to Total Effect & Indirect to Direct Effect.vtt

41. Mediation Output R-squared Mediation Effect Size.mp4

41. Mediation Output R-squared Mediation Effect Size.vtt

42. Mediation Output Normal Theory Test for Indirect Effect.mp4

42. Mediation Output Normal Theory Test for Indirect Effect.vtt

42.1 APA style presentation of results of mediation analysis_diabetes study.docx.docx

43. Mediation Output Kappa Squared and Why It is Suppressed.mp4

43. Mediation Output Kappa Squared and Why It is Suppressed.vtt

44. Calculating Preacher and Kelly's Kappa Squared Manually.mp4

44. Calculating Preacher and Kelly's Kappa Squared Manually.vtt

45. APA Style Presentation of the Results of Mediation Analysis.mp4

45. APA Style Presentation of the Results of Mediation Analysis.vtt

45.1 APA style presentation of results of mediation analysis_diabetes study.docx.docx

46. Relevant Literature Mediation and Moderation Analysis using PROCESS.html

5. Statistical Equation of Moderation.mp4

5. Statistical Equation of Moderation.vtt

6. Understanding Mediation Direct, Indirect and Total Effects.mp4

6. Understanding Mediation Direct, Indirect and Total Effects.vtt

7. Understanding Difference Between Moderation & Mediation.mp4

7. Understanding Difference Between Moderation & Mediation.vtt

8. Downloading & Installing Process Macro.mp4

8. Downloading & Installing Process Macro.vtt

9. Examples of moderation Story of Infosys and Uber.mp4

9. Examples of moderation Story of Infosys and Uber.vtt

/22. General Linear Modelling (GLM) & Generalized Linear Modelling (GLIM)/

1. Dataset and Resources GLM.html

1.1 General Linear Model.pdf.pdf

2. Introduction to (General Linear Models) GLM.mp4

2. Introduction to (General Linear Models) GLM.vtt

3. What are General Linear Models (GLM).mp4

3. What are General Linear Models (GLM).vtt

4. What are Generalized Linear Models (GLIM).mp4

4. What are Generalized Linear Models (GLIM).vtt

5. What are Exponential Distributions.mp4

5. What are Exponential Distributions.vtt

6. Examples and Applications of Generalized Linear Models (GLIM).mp4

6. Examples and Applications of Generalized Linear Models (GLIM).vtt

7. General Linear Models (GLM) vs Generalized Linear Models(GLIM).mp4

7. General Linear Models (GLM) vs Generalized Linear Models(GLIM).vtt

/23. One-Way Repeated Measure ANOVA/

1. Dataset and Resources One-Way Repeated Measure ANOVA.html

1.1 weightloss Data.xlsx.xlsx

1.2 3 One-Way Repeated Measures ANOVA_SPSS Options.pdf.pdf

1.2 Repeated Measure ANOVA in SPSS.pdf.pdf

1.3 3 Understanding sphericity.pdf.pdf

1.4 Repeated Measure ANOVA in SPSS.pdf.pdf

1.4 noisedata.xls.xls

1.5 3 One-Way Repeated Measures ANOVA_SPSS Options.pdf.pdf

1.5 noisedata.xls.xls

10. Understanding Roy's Largest Root.mp4

10. Understanding Roy's Largest Root.vtt

11. What is Sphericity Understanding Sphericity through an Example.mp4

11. What is Sphericity Understanding Sphericity through an Example.vtt

12. Understanding Mauchly's Test of Sphericity.mp4

12. Understanding Mauchly's Test of Sphericity.vtt

13. Understanding the Dataset.mp4

13. Understanding the Dataset.vtt

14. Formulating Research Question and Hypothesis based on Data.mp4

14. Formulating Research Question and Hypothesis based on Data.vtt

15. Understanding Within-subject Factor Naming.mp4

15. Understanding Within-subject Factor Naming.vtt

16. Understanding Measurement Name Option.mp4

16. Understanding Measurement Name Option.vtt

17. Understanding Between Subject Factor and Covariate Options.mp4

17. Understanding Between Subject Factor and Covariate Options.vtt

18. Understanding Preliminary Output.mp4

18. Understanding Preliminary Output.vtt

19. Model Full Factorial, BuildCustom Terms & Main and Interaction Effects.mp4

19. Model Full Factorial, BuildCustom Terms & Main and Interaction Effects.vtt

2. What is Repeated Measure Design (Example 1 Depression Study).mp4

2. What is Repeated Measure Design (Example 1 Depression Study).vtt

20. Explaining TYPE I, Type II, Type III, and Type IV Sum of Squares.mp4

20. Explaining TYPE I, Type II, Type III, and Type IV Sum of Squares.vtt

21. Contrast Simple, Polynomial, Repeated, Deviation, Difference, Helmert.mp4

21. Contrast Simple, Polynomial, Repeated, Deviation, Difference, Helmert.vtt

22. Defining Plots Exploring All Options.mp4

22. Defining Plots Exploring All Options.vtt

23. Introduction to Post-hoc Tests Two Families of Tests.mp4

23. Introduction to Post-hoc Tests Two Families of Tests.vtt

24. When to Use Tukey's and Scheffe's Tests.mp4

24. When to Use Tukey's and Scheffe's Tests.vtt

25. Explaining Bonferroni correction.mp4

25. Explaining Bonferroni correction.vtt

26. Explaining LSD Test.mp4

26. Explaining LSD Test.vtt

27. Tukey,s HSD, Tukey's WSD and SNK Test.mp4

27. Tukey,s HSD, Tukey's WSD and SNK Test.vtt

28. Waller-Duncan, Dunnett’s T, Scheffe, Sidak, Duncan, and Hochberg Gabriel’s Test.mp4

28. Waller-Duncan, Dunnett’s T, Scheffe, Sidak, Duncan, and Hochberg Gabriel’s Test.vtt

29. Games Howell, Tamhane's T2 and T3 Tests Non-parametric Post-hoc Tests.mp4

29. Games Howell, Tamhane's T2 and T3 Tests Non-parametric Post-hoc Tests.vtt

3. What is Repeated Measure Design (Example 2 Performance under Noise Study).mp4

3. What is Repeated Measure Design (Example 2 Performance under Noise Study).vtt

4. What is Repeated Measure Design (Example 3 Control Group Study).mp4

4. What is Repeated Measure Design (Example 3 Control Group Study).vtt

5. Should I do Repeated Measure ANOVA or Paired Sample t-test.mp4

5. Should I do Repeated Measure ANOVA or Paired Sample t-test.vtt

6. Assumptions of Repeated Measure ANOVA.mp4

6. Assumptions of Repeated Measure ANOVA.vtt

7. Explaining Multivariate Tests.mp4

7. Explaining Multivariate Tests.vtt

8. Understanding Pillai's Trace & Wilk's Lambda.mp4

8. Understanding Pillai's Trace & Wilk's Lambda.vtt

9. Understanding Hotelling's Trace.mp4

9. Understanding Hotelling's Trace.vtt

/24. Correlations/

1. Introduction to Correlation.mp4

1. Introduction to Correlation.vtt

1.1 1 Which Correlation Coefficient I Use.pdf.pdf

1.1 3 Spearman’s rank Order Correlation (Rho).pptx.pptx

1.2 2 Pearson Correlation.pdf.pdf

1.3 1 Which Correlation Coefficient I Use.pdf.pdf

1.3 Dataset_SES_Grade_Height.xlsx.xlsx

1.4 3 Spearman’s rank Order Correlation (Rho).pptx.pptx

1.4 Dataset_SES_Grade_Height.xlsx.xlsx

10. Calculation of r Z-Score Formula.mp4

10. Calculation of r Z-Score Formula.vtt

11. Calculation of r Raw Score Formula.mp4

11. Calculation of r Raw Score Formula.vtt

12. Calculation of r Co-variance Formula.mp4

12. Calculation of r Co-variance Formula.vtt

13. Manual Calculation of r using Raw Score Method.mp4

13. Manual Calculation of r using Raw Score Method.vtt

14. Importance of Correlation Coefficient.mp4

14. Importance of Correlation Coefficient.vtt

15. Spurious Correlations Correlation does not signify causation.mp4

15. Spurious Correlations Correlation does not signify causation.vtt

16. Pearson Correlation as a Coefficient of Variability (R-squared).mp4

16. Pearson Correlation as a Coefficient of Variability (R-squared).vtt

17. Calculation of r in SPSS Checking Assumptions.mp4

17. Calculation of r in SPSS Checking Assumptions.vtt

18. Calculation of r in SPSS Understanding Pearson, Two tailed, and Bootstrapping.mp4

18. Calculation of r in SPSS Understanding Pearson, Two tailed, and Bootstrapping.vtt

19. Interpretation of Output of r.mp4

19. Interpretation of Output of r.vtt

2. What is Correlation.mp4

2. What is Correlation.vtt

20. Bootstrapping the Correlation Coefficient (r).mp4

20. Bootstrapping the Correlation Coefficient (r).vtt

21. Writing Output of r in APA style.mp4

21. Writing Output of r in APA style.vtt

22. Fixing the Bootstrap Bug in SPSS 25.mp4

22. Fixing the Bootstrap Bug in SPSS 25.vtt

23. Introduction to Biserial and Point Biserial Correlations.mp4

23. Introduction to Biserial and Point Biserial Correlations.vtt

24. When to Use Biserial and When to Use Point Biserial Corrleation.mp4

24. When to Use Biserial and When to Use Point Biserial Corrleation.vtt

25. Calculation and Interpretation of Biserial Correlation in SPSS.mp4

25. Calculation and Interpretation of Biserial Correlation in SPSS.vtt

26. APA Style Reporting of Biserial Correlation Output.mp4

26. APA Style Reporting of Biserial Correlation Output.vtt

27. Exercise Calculating a Point Biserial Correlation between Gender and Salary.mp4

27. Exercise Calculating a Point Biserial Correlation between Gender and Salary.vtt

28. How to Calculate Point Biserial Corrleation in SPSS.mp4

28. How to Calculate Point Biserial Corrleation in SPSS.vtt

29. How to Interpret Point Biserial Corrleation in SPSS.mp4

29. How to Interpret Point Biserial Corrleation in SPSS.vtt

3. Types of Correlations Positive and Negative Correlations.mp4

3. Types of Correlations Positive and Negative Correlations.vtt

30. How to Report Point Biserial Correlation Output in APA style.mp4

30. How to Report Point Biserial Correlation Output in APA style.vtt

31. Introduction to Spearman's Rank Order Correlation Coefficient (Rho).mp4

31. Introduction to Spearman's Rank Order Correlation Coefficient (Rho).vtt

32. When to Use Rank Order Correlation Coefficient Four Examples.mp4

32. When to Use Rank Order Correlation Coefficient Four Examples.vtt

33. Who gave Rho and How it is Denoted.mp4

33. Who gave Rho and How it is Denoted.vtt

34. Assumptions of Spearman's Rank Order Correlation Coefficient.mp4

34. Assumptions of Spearman's Rank Order Correlation Coefficient.vtt

35. Understanding the formula Rho and Ranking Method.mp4

35. Understanding the formula Rho and Ranking Method.vtt

36. How to deal with Tied Ranks while Calculating Rho.mp4

36. How to deal with Tied Ranks while Calculating Rho.vtt

37. Should I Rank My Variables First then calculate Rho.mp4

37. Should I Rank My Variables First then calculate Rho.vtt

38. Calculating and Interpreting Rho in SPSS.mp4

38. Calculating and Interpreting Rho in SPSS.vtt

39. Rho is r on Ranked Data Proof.mp4

39. Rho is r on Ranked Data Proof.vtt

4. Understanding Correlation coefficient and its Range.mp4

4. Understanding Correlation coefficient and its Range.vtt

40. APA style Reporting of Spearman's Rank Order Correlation Coefficient.mp4

40. APA style Reporting of Spearman's Rank Order Correlation Coefficient.vtt

5. Which Correlation Coefficient to Use and When.mp4

5. Which Correlation Coefficient to Use and When.vtt

6. Introduction to Pearson's Correlation Origin, Use & Why its so Popular.mp4

6. Introduction to Pearson's Correlation Origin, Use & Why its so Popular.vtt

7. Why it is Called Product Moment Correlation Coefficient.mp4

7. Why it is Called Product Moment Correlation Coefficient.vtt

8. Assumptions of Pearson's Product Moment Correlation.mp4

8. Assumptions of Pearson's Product Moment Correlation.vtt

9. Calculation of r Deviation Score formula.mp4

9. Calculation of r Deviation Score formula.vtt

/25. Measures of Association/

1. Introduction What is Difference between Association and Correlation.mp4

1. Introduction What is Difference between Association and Correlation.vtt

1.1 Measures of Assoication.pdf.pdf

1.1 Square vs rec table.pdf.pdf

1.2 Measures of Assoication.pdf.pdf

1.2 Square vs rec table.pdf.pdf

1.3 Judges Delhi Kendalls W Data.xlsx.xlsx

1.4 4 Phi Coefficient.pdf.pdf

1.4 APA Style Reporting of Kendall.pdf.pdf

1.5 4 Phi Coefficient.pdf.pdf

1.5 APA Style Reporting of Kendall.pdf.pdf

10. Kendall's Tau b and Tau c Introduction and When to Use Them.mp4

10. Kendall's Tau b and Tau c Introduction and When to Use Them.vtt

11. Kendall's Tau b Formula.mp4

11. Kendall's Tau b Formula.vtt

12. Kendall's Tau c Formula and When to Use.mp4

12. Kendall's Tau c Formula and When to Use.vtt

13. Kendall's Tau a, Tau b, Tau c, and Kendall's W A Comparison of Usage.mp4

13. Kendall's Tau a, Tau b, Tau c, and Kendall's W A Comparison of Usage.vtt

14. Kendall's Tau b in SPSS Checking Tied Ranks.mp4

14. Kendall's Tau b in SPSS Checking Tied Ranks.vtt

15. Kendall's Tau b APA Style Reporting.mp4

15. Kendall's Tau b APA Style Reporting.vtt

16. Kendall's Tau c Assumption Checking.mp4

16. Kendall's Tau c Assumption Checking.vtt

17. Kendall's Tau c Calculation and Interpretation in SPSS.mp4

17. Kendall's Tau c Calculation and Interpretation in SPSS.vtt

18. Kendall's Tau c APA Style Reporting.mp4

18. Kendall's Tau c APA Style Reporting.vtt

19. Kendall's W Introduction and When to Use.mp4

19. Kendall's W Introduction and When to Use.vtt

2. Understanding Concordant and Discordant Pairs.mp4

2. Understanding Concordant and Discordant Pairs.vtt

20. Kendall's W Understanding the Formula.mp4

20. Kendall's W Understanding the Formula.vtt

21. Kendall's W in SPSS (using Non-Parametric Auto-Dialogue Box).mp4

21. Kendall's W in SPSS (using Non-Parametric Auto-Dialogue Box).vtt

22. Kendall's W in SPSS (using Non-Parametric Legacy Dialogue Box).mp4

22. Kendall's W in SPSS (using Non-Parametric Legacy Dialogue Box).vtt

23. Kendall's W APA Style Output Reporting.mp4

23. Kendall's W APA Style Output Reporting.vtt

3. Understanding Pairs by Column and Rows Calculation.mp4

3. Understanding Pairs by Column and Rows Calculation.vtt

4. Introduction to Kendall's Tau.mp4

4. Introduction to Kendall's Tau.vtt

5. When to Use Kendall's Tau instead of Spearman's Rho.mp4

5. When to Use Kendall's Tau instead of Spearman's Rho.vtt

6. Assumptions of Kendall's Tau.mp4

6. Assumptions of Kendall's Tau.vtt

7. Range and Interpretation of Kendall's Tau.mp4

7. Range and Interpretation of Kendall's Tau.vtt

8. Types of Kendall's Tau Coefficients Tau a, Tau b, Tau c & Kendall's W.mp4

8. Types of Kendall's Tau Coefficients Tau a, Tau b, Tau c & Kendall's W.vtt

9. Kendall's Tau a Concept, When to use and Formula.mp4

9. Kendall's Tau a Concept, When to use and Formula.vtt

/26. Bug Fixing in SPSS/

1. Fixing the Bootstrap Bug in SPSS 25.mp4

1. Fixing the Bootstrap Bug in SPSS 25.vtt

/27. Assignments/

1. Descriptive Analysis in SPSS.html

2. Answers to Assignment 1.html

3. Assignment 1 Explanation of Que 1, 2 and 3.mp4

3. Assignment 1 Explanation of Que 1, 2 and 3.vtt

4. Assignment 1 Explanation of Que 4, 5, 6, 7 and 8.mp4

4. Assignment 1 Explanation of Que 4, 5, 6, 7 and 8.vtt

5. Assignment 1 Explanation of Que 9 and 10.mp4

5. Assignment 1 Explanation of Que 9 and 10.vtt

/28. ANCOVA One-Way Analysis of Covariance/

1. Introduction What is ANCOVA and When to Use It.mp4

1. Introduction What is ANCOVA and When to Use It.vtt

10. Explaining Options Model Sum of Squares and Contrast.mp4

10. Explaining Options Model Sum of Squares and Contrast.vtt

11. Explaining Options Plots.mp4

11. Explaining Options Plots.vtt

12. Explaining Options Estimated Marginal (EM) Means.mp4

12. Explaining Options Estimated Marginal (EM) Means.vtt

13. Explaining Options Compare Main Effects (LSD, Bonferroni, Sidak) & SAVE.mp4

13. Explaining Options Compare Main Effects (LSD, Bonferroni, Sidak) & SAVE.vtt

14. Options Descriptives, Effect Size Parameter Estimates Homogeneity Test Residual.mp4

14. Options Descriptives, Effect Size Parameter Estimates Homogeneity Test Residual.vtt

15. Explaining Output Part 1.mp4

15. Explaining Output Part 1.vtt

16. Explaining Output Part 2.mp4

16. Explaining Output Part 2.vtt

17. APA Style Presentation of ANCOVA Results.mp4

17. APA Style Presentation of ANCOVA Results.vtt

17.1 APA Style Results ANCOVA.docx.docx

2. What is meaning of covariate Does it mean control.mp4

2. What is meaning of covariate Does it mean control.vtt

2.1 Analysis of Covariance (ANCOVA).pdf.pdf

3. Ways of ANCOVA and Requirements for Doing ANCOVA.mp4

3. Ways of ANCOVA and Requirements for Doing ANCOVA.vtt

4. Understanding Assumptions and Dataset.mp4

4. Understanding Assumptions and Dataset.vtt

5. Study Design and Dataset.mp4

5. Study Design and Dataset.vtt

6. Understanding Options DV, Fixed Factors and Random Factors.mp4

6. Understanding Options DV, Fixed Factors and Random Factors.vtt

7. Understanding Covariates and WLS weight and why Post-hoc Button Gets Inactive.mp4

7. Understanding Covariates and WLS weight and why Post-hoc Button Gets Inactive.vtt

8. Testing Assumptions.mp4

8. Testing Assumptions.vtt

9. Importance of Controlling Covariate.mp4

9. Importance of Controlling Covariate.vtt

/29. Python for SPSS Users/

1. Why Social Scientists Should Learn Programming.mp4

1. Why Social Scientists Should Learn Programming.vtt

10. What is Data.mp4

10. What is Data.vtt

11. What are data Types.mp4

11. What are data Types.vtt

12. What are Data Structures.mp4

12. What are Data Structures.vtt