Learn · Data Analysis and Decision Making - I

Lecture 22 of 60Week 5

Lecture 22: SIMPLE LINEAR REGRESSION

Prof. Raghu Nandan Sengupta · IIT Kanpur

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Data Analysis and Decision Making - I, IIT Kanpur (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. Lecture 01: INTRODUCTION Video
  2. Lecture 02: DATA REPRESENTATION & FREQUENCY Video
  3. Lecture 03: FREQUENCY TABLE & MEAN Video
  4. Lecture 04: DESCRIPTIVE STATISTICS Video
  5. Lecture 05: INTRODUCTION TO PROBABILITY Video
  6. Lecture 06: CONDITIONAL PROBABILITY Video
  7. Lecture 07: BAYE'S THEOREM AND DISTRIBUTIONS Video
  8. Lecture 08: BINOMIAL DISTRIBUTION Video
  9. Lecture 09: HYPERGEOMETRIC, POISSON, NORMAL DISTRIBUTION Video
  10. Lecture 10: DISTRIBUTION FUNCTION Video
  11. Lecture 11: NORMAL DISTRIBUTION Video
  12. Lecture 12: SAMPLING Video
  13. Lecture 13: SOME DISTRIBUTIONS Video
  14. Lecture 14: MORE ON DISTRIBUTIONS Video
  15. Lecture 15: ESTIMATORS Video
  16. Lecture 16: MLE Video
  17. Lecture 17: STATISTICAL INFERENCE Video
  18. Lecture 18: HYPOTHESIS TESTING Video
  19. Lecture 19: HYPOTHESIS TESTING:A Video
  20. Lecture 20: HYPOTHESIS TESTING:B Video
  21. Lecture 21: HYPOTHESIS TESTING Video
  22. Lecture 22: SIMPLE LINEAR REGRESSION Video
  23. Lecture 23: MULTIPLE LINEAR REGRESSION Video
  24. Lecture 24: WEIGHTED MOVING AVERAGES Video
  25. Lecture 25: EXPONENTIAL SMOOTHENING Video
  26. Lecture 26: FORECASTING Video
  27. Lecture 27:FORECASTING Video
  28. Lecture 28: DATA PROPERTIES Video
  29. Lecture 29: MULTIVARIATE STATISTICAL ANALYSIS Video
  30. Lecture 30: MULTIVARIATE STATISTICAL ANALYSIS Video
  31. Lecture 31: Multivariate statistical analysis Video
  32. Lecture 32: Multivariate statistical analysis Video
  33. Lecture 33: Multivariate distribution Video
  34. Lecture 34: Multivariate extreme value distribution Video
  35. Lecture 35: MLE estimates Video
  36. Lecture 36: MLE estimates Video
  37. Lecture 37: Copula theory Video
  38. Lecture 38: PCA Video
  39. Lecture 39: PCA Video
  40. Lecture 40: Factor analysis Video
  41. Lecture 41: Factor analysis Video
  42. Lecture 42: Introduction to Utility theory Video
  43. Lecture 43: Utility analysis Video
  44. Lecture 44: Decision sciences Video
  45. Lecture 45: Utility functions Video
  46. Lecture 46: Exponential utility function Video
  47. Lecture 47: Risk concepts Video
  48. Lecture 48: Utility theory axioms Video
  49. Lecture 49: Utility analysis Video
  50. Lecture 50: Chebyshev's inequality Video
  51. Lecture 51: Loss function Video
  52. Lecture 52: Loss function Video
  53. Lecture 53: loss function and MLR Video
  54. Lecture 54: MLR Video
  55. Lecture 55: Loss function Video
  56. Lecture 56: Cannonical correlation Video
  57. Lecture 57: cannonical correlation continued Video
  58. Lecture 58: Structural equation modeling (SEM) Video
  59. Lecture 59: SEM Video
  60. Lecture 60: SEM Video