NOC:Probability and Statistics Video Lectures

NOC:Probability and Statistics
'NOC:Probability and Statistics' Video Lectures by Prof. Somesh Kumar from IIT Kharagpur
"NOC:Probability and Statistics" - Video Lectures
1. Sets, Classes, Collection
2. Sequence of Sets
3. Ring, Field (Algebra)
4. Sigma-Ring, Sigma-Field, Monotone Class
5. Random Experiment, Events
6. Definitions of Probability
7. Properties of Probability Function-I
8. Properties of Probability Function-II
9. Lecture 9: Conditional Probability
10. Lecture - 10 : Independence of Events
11. Lecture - 11 : Problems in Probability-I
12. Lecture - 12 : Problems in Probability-II
13. Lecture - 13 : Random Variables
14. Lecture - 14 : Probability Distribution of a Random Variable-I
15. Lecture - 15 : Probability Distribution of a Random Variable-II
16. Lecture - 16 : Moments
17. Lecture 17: Characteristics of Distributions - I
18. Lecture 18: Characteristics of Distributions - II
19. Lecture 19: Special Discrete Distributions - I
20. Lecture 20: Lecture 19: Special Discrete Distributions - II
21. Lecture 21: Special Discrete Distributions - III
22. Lecture 22: Poisson Process - I
23. Lecture 23: Poisson Process - II
24. Lecture 24: Special Continuous Distributions - I
25. Lecture 25: Special Continuous Distributions - II
26. Lecture 26: Special Continuous Distributions - III
27. Lecture 27: Special Continuous Distributions - IV
28. Lecture 28: Special Continuous Distributions - V
29. Lecture 29: Normal Distribution
30. Lecture 30: Problems on Normal Distribution
31. Lecture 31: Problems on Special Distributions - I
32. Lecture 32: Problems on Special Distributions - II
33. Lecture 33: Function of a random variable - I
34. Lecture 34: Function of a random variable - II
35. Lecture 35: Joint Distributions - I
36. Lecture 36: Joint Distributions - II
37. Lecture 37 : Independence, Product Moments
38. Lecture 38 : Linearity Property of Correlation and Examples
39. Lecture 39 : Bivariate Normal Distribution - I
40. Lecture 40: Bivariate Normal Distribution - II
41. Lecture 41 : Additive Properties of Distributions - I
42. Lecture 42: Additive Properties of Distributions - II
43. Lecture 43: Transformation of Random Variables
44. Lecture 44:Distribution of Order Statistics
45. Lecture 45: Basic Concepts
46. Lecture 46: Chi-Square Distribution
47. Lecture 47: Chi-Square Distribution (Contd.), t-Distribution
48. Lecture 48: F-Distribution
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