Learn · NPTEL

Course11110504140 lectures

Probability and Statistics

Prof. Somesh Kumar · IIT Kharagpur

Start with lecture 1 At NPTEL

Lectures

Probability and Statistics

  1. Algebra of Sets - I Video
  2. Algebra of Sets - II Video
  3. Introduction to Probability Video
  4. Laws of Probability - I Video
  5. Law of Probability - II Video
  6. Problems in Probability Video
  7. Random Variables Video
  8. Probability Distributions Video
  9. Characteristics of Distribution Video
  10. Special Distributions - I Video
  11. Special Distributions - II Video
  12. Special Distributions - III Video
  13. Special Distributions - IV Video
  14. Special Distributions - V Video
  15. Special Distributions - VI Video
  16. Special Distributions - VII Video
  17. Functions of a Random Variable Video
  18. Joint Distributions - I Video
  19. Joint Distributions - II Video
  20. Joint Distributions - III Video
  21. Joint Distributions - IV Video
  22. Transformations of Random Vectors Video
  23. Sampling Distributions - I Video
  24. Sampling Distributions - II Video
  25. Descriptive Statistics - I Video
  26. Descriptive Statistics - II Video
  27. Estimation - I Video
  28. Estimation - II Video
  29. Estimation - III Video
  30. Estimation - IV Video
  31. Estimation - V Video
  32. Estimation - VI Video
  33. Testing of Hypothesis - I Video
  34. Testing of Hypothesis - II Video
  35. Testing of Hypothesis - III Video
  36. Testing of Hypothesis - IV Video
  37. Testing of Hypothesis - V Video
  38. Testing of Hypothesis - VI Video
  39. Testing of Hypothesis - VII Video
  40. Testing of Hypothesis - VIII Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Kharagpur
Department
Mathematics
Teacher
Prof. Somesh Kumar
Level
Undergraduate
Language
English
Subjects
Mathematics
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
Who can watch
NPTEL gives no rating. Invisible Network shows it to Tweens profiles and older, judged from what the source says about it. How courses are placed