Learn · Applied Multivariate Statistical Modeling

Lecture 34 of 42Factor Analysis – Estimation & Model Adequacy testing

Factor Analysis : Estimation & Model Adequacy testing

Dr J Maiti · IIT Kharagpur

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Applied Multivariate Statistical Modeling, IIT Kharagpur (at NPTEL)
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CC BY-NC-SA, as NPTEL states it. Non-commercial use only.
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All the lectures

  1. Introduction to multivariate statistical modeling Video
  2. Introduction to multivariate statistical modeling (Contd.) Video
  3. Univariate descriptive statistics Video
  4. Sampling distribution Video
  5. Estimation Video
  6. Estimation (Contd.) Video
  7. Hypothesis testing Video
  8. Multivariate descriptive statistics Video
  9. Multivariate descriptive statistics (Contd.) Video
  10. Multivariate normal distribution Video
  11. Multivariate normal distribution (Contd.) Video
  12. Multivariate Inferential Statistics Video
  13. Multivariate Inferential Statistics (Contd.) Video
  14. ANOVA (Analysis of Varianace) Video
  15. Analysis of Variance (Contd.) Video
  16. Multivariate Analysis of Variance (MANOVA) Video
  17. MANOVA (Contd.) Video
  18. Tutorial : ANOVA Video
  19. Tutorial ANOVA (Contd.) Video
  20. MANOVA : Case Study Video
  21. Multiple Regression : Introduction Video
  22. MLR : Sampling distribution of regression coefficients Video
  23. MLR : Model adequacy tests Video
  24. MLR : Test of assumptions Video
  25. MLR : Model diagnostics Video
  26. MLR : Case Study Video
  27. Multivariate Linear Regression Video
  28. Multivariate Linear Regression :Estimation Video
  29. Multivariate Linear Regression : Model Adequacy tests Video
  30. Principal Component Analysis (PCA) Video
  31. PCA : Model Adequacy & Interpretation Video
  32. Regression Modeling using SPSS Video
  33. Factor Analysis Video
  34. Factor Analysis : Estimation & Model Adequacy testing Video
  35. Factor Analysis : Model Adequacy, rotation, factor scores and case study Video
  36. Cluster Analysis Video
  37. Cluster Analysis (Contd.) Video
  38. Introduction to Structural Equation Modeling (SEM) Video
  39. SEM - Measurement Model Video
  40. SEM - Structural Model Video
  41. Correspondence Analysis Video
  42. Correspondence Analysis (Contd.) Video