# Statistical Inference - IITKGP

- Institution: IIT Kharagpur
- Department: Mathematics
- Teacher: Prof. Somesh Kumar
- Level: Undergraduate
- Language: English
- Subjects: Mathematics
- Source: [NPTEL](https://nptel.ac.in/courses/111105124)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/111105124)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Lecture 1: Introduction and Motivation-I](https://invisiblenetwork.ai/learn/nptel/111105124/da6a3f79de0c) (Video)
2. [Lecture 2: Introduction and Motivation-II](https://invisiblenetwork.ai/learn/nptel/111105124/95888c03a55b) (Video)
3. [Lecture 3: Basic Concepts of Point Estimations-I](https://invisiblenetwork.ai/learn/nptel/111105124/2a0dadd98e5e) (Video)
4. [Lecture 4: Basic Concepts of Point Estimations-II](https://invisiblenetwork.ai/learn/nptel/111105124/84a32b11e021) (Video)
5. [Lecture 5: Basic Concepts of Point Estimations-III](https://invisiblenetwork.ai/learn/nptel/111105124/0e776214245f) (Video)
6. [Lecture 6: Basic Concepts of Point Estimations-IV](https://invisiblenetwork.ai/learn/nptel/111105124/5d69b2f7abec) (Video)
7. [Lecture 7: Finding Estimators-I](https://invisiblenetwork.ai/learn/nptel/111105124/3aad46837340) (Video)
8. [Lecture 8: Finding Estimators-II](https://invisiblenetwork.ai/learn/nptel/111105124/8b401a944789) (Video)
9. [Lecture 9: Finding Estimators-III](https://invisiblenetwork.ai/learn/nptel/111105124/83f5a35c8009) (Video)
10. [Lecture 10: Finding Estimators-IV](https://invisiblenetwork.ai/learn/nptel/111105124/3dd0a491e0f8) (Video)
11. [Lecture 11 : Finding Estimators-V](https://invisiblenetwork.ai/learn/nptel/111105124/bb19955a2c3f) (Video)
12. [Lecture 12 : Finding Estimators-VI](https://invisiblenetwork.ai/learn/nptel/111105124/60c51dc2174f) (Video)
13. [Lecture 13 : Properties of MLEs- I](https://invisiblenetwork.ai/learn/nptel/111105124/e4c5e4301b8a) (Video)
14. [Lecture 14 : Properties of MLEs- II](https://invisiblenetwork.ai/learn/nptel/111105124/33ecd36cbeac) (Video)
15. [Lecture 15 : Lower Bounds for Variance-I](https://invisiblenetwork.ai/learn/nptel/111105124/12449d6cf68c) (Video)
16. [Lecture 16 : Lower Bounds for Variance-II](https://invisiblenetwork.ai/learn/nptel/111105124/e19aac7fb99d) (Video)
17. [Lecture 17 : Lower Bounds for Variance-III](https://invisiblenetwork.ai/learn/nptel/111105124/9612550273dd) (Video)
18. [Lecture 18 : Lower Bounds for Variance-IV](https://invisiblenetwork.ai/learn/nptel/111105124/09907e55f2e2) (Video)
19. [Lecture 19 : Lower Bounds for Variance-V](https://invisiblenetwork.ai/learn/nptel/111105124/caeb1b1655b0) (Video)
20. [Lecture 20 : Lower Bounds for Variance-VI](https://invisiblenetwork.ai/learn/nptel/111105124/cdcf5f823839) (Video)
21. [Lecture 21 : Lower Bounds for Variance - VII](https://invisiblenetwork.ai/learn/nptel/111105124/b80b30976f91) (Video)
22. [Lecture 22 : Lower Bounds for Variance - VIII](https://invisiblenetwork.ai/learn/nptel/111105124/8301a675b40c) (Video)
23. [Lecture 23 : Sufficiency - I](https://invisiblenetwork.ai/learn/nptel/111105124/5543fdbbe79c) (Video)
24. [Lecture 24 : Sufficiency - II](https://invisiblenetwork.ai/learn/nptel/111105124/c7fb9b28c3f0) (Video)
25. [Lecture 25 : Sufficiency and Information - I](https://invisiblenetwork.ai/learn/nptel/111105124/9797ec962141) (Video)
26. [Lecture 26 : Sufficiency and Information - II](https://invisiblenetwork.ai/learn/nptel/111105124/5286893f5cff) (Video)
27. [Lecture 27 : Minimal Sufficiency, Completeness - I](https://invisiblenetwork.ai/learn/nptel/111105124/7ef5c661ee5c) (Video)
28. [Lecture 28 : Minimal Sufficiency, Completeness - II](https://invisiblenetwork.ai/learn/nptel/111105124/785af3a8660b) (Video)
29. [Lecture 29 : UMVU Estimation, Ancillarity - I](https://invisiblenetwork.ai/learn/nptel/111105124/5f8ec4b9ca2d) (Video)
30. [Lecture 30 : UMVU Estimation, Ancillarity - II](https://invisiblenetwork.ai/learn/nptel/111105124/0e9715d3b242) (Video)
31. [Lecture 31: Testing of Hypotheses : Basic Concepts - I](https://invisiblenetwork.ai/learn/nptel/111105124/470babc50166) (Video)
32. [Lecture 32: Testing of Hypotheses : Basic Concepts - II](https://invisiblenetwork.ai/learn/nptel/111105124/eede1b62c592) (Video)
33. [Lecture 33: Neyman Pearson Fundamental Lemma - I](https://invisiblenetwork.ai/learn/nptel/111105124/4aad00056dbd) (Video)
34. [Lecture 34: Neyman Pearson Fundamental Lemma - II](https://invisiblenetwork.ai/learn/nptel/111105124/8357054596bb) (Video)
35. [Lecture 35: Application of NP - Lemma - I](https://invisiblenetwork.ai/learn/nptel/111105124/da368d35e4da) (Video)
36. [Lecture 36 : Application of NP - Lemma - II](https://invisiblenetwork.ai/learn/nptel/111105124/2e0a692c2dfd) (Video)
37. [Lecture 37 : UMP Tests-I](https://invisiblenetwork.ai/learn/nptel/111105124/8bce12966b6f) (Video)
38. [Lecture 38 : UMP Tests-II](https://invisiblenetwork.ai/learn/nptel/111105124/53f9448eea4d) (Video)
39. [Lecture 39 : UMP Tests-III](https://invisiblenetwork.ai/learn/nptel/111105124/e08426a86a50) (Video)
40. [Lecture 40 : UMP Tests-IV](https://invisiblenetwork.ai/learn/nptel/111105124/4b9fbdd127ea) (Video)
41. [Lecture 41 : UMP Unbiased Tests-I](https://invisiblenetwork.ai/learn/nptel/111105124/b8c5d7e2832c) (Video)
42. [Lecture 42 : UMP Unbiased Tests-II](https://invisiblenetwork.ai/learn/nptel/111105124/d8dd89995fea) (Video)
43. [Lecture 43 : UMP Unbiased Tests-III](https://invisiblenetwork.ai/learn/nptel/111105124/05e07238741a) (Video)
44. [Lecture 44 : UMP Unbiased Tests-IV](https://invisiblenetwork.ai/learn/nptel/111105124/56f047cc5500) (Video)
45. [Lecture 45 : Applications of UMP Unbiased Tests - I](https://invisiblenetwork.ai/learn/nptel/111105124/50dc47bdf7f8) (Video)
46. [Lecture 46 : Applications of UMP Unbiased Tests - II](https://invisiblenetwork.ai/learn/nptel/111105124/a0dce97d9e52) (Video)
47. [Lecture 47: Unbiased Test for Normal Populations - I](https://invisiblenetwork.ai/learn/nptel/111105124/638efc1174c4) (Video)
48. [Lecture 48: Unbiased Test for Normal Populations - II](https://invisiblenetwork.ai/learn/nptel/111105124/1d51a70abda7) (Video)
49. [Lecture 49: Unbiased Test for Normal Populations - III](https://invisiblenetwork.ai/learn/nptel/111105124/74b35f03dee8) (Video)
50. [Lecture 50: Unbiased Test for Normal Populations - IV](https://invisiblenetwork.ai/learn/nptel/111105124/164d51432809) (Video)
51. [Lecture 51 : Likelihood Ratio Tests - I](https://invisiblenetwork.ai/learn/nptel/111105124/1b34998e1249) (Video)
52. [Lecture 52 : Likelihood Ratio Tests - II](https://invisiblenetwork.ai/learn/nptel/111105124/ea4975f80dbe) (Video)
53. [Lecture 53 : Likelihood Ratio Tests - III](https://invisiblenetwork.ai/learn/nptel/111105124/ff4f68d40592) (Video)
54. [Lecture 54 : Likelihood Ratio Tests - IV](https://invisiblenetwork.ai/learn/nptel/111105124/5f3b2cfd1c68) (Video)
55. [Lecture 55 : Likelihood Ratio Tests - V](https://invisiblenetwork.ai/learn/nptel/111105124/38b8a7986342) (Video)
56. [Lecture 56 : Likelihood Ratio Tests - VI](https://invisiblenetwork.ai/learn/nptel/111105124/254e8d738bc6) (Video)
57. [Lecture 57 : Likelihood Ratio Tests - VII](https://invisiblenetwork.ai/learn/nptel/111105124/3a26451745f0) (Video)
58. [Lecture 58 : Likelihood Ratio Tests - VIII](https://invisiblenetwork.ai/learn/nptel/111105124/64b53e19a856) (Video)
59. [Lecture 59: Test for Goodness of Fit - I](https://invisiblenetwork.ai/learn/nptel/111105124/8c3b59dd0dc5) (Video)
60. [Lecture 60: Test for Goodness of Fit - II](https://invisiblenetwork.ai/learn/nptel/111105124/205b81b53325) (Video)
61. [Lecture 61: Interval Estimation - I](https://invisiblenetwork.ai/learn/nptel/111105124/417ce9839265) (Video)
62. [Lecture 62: Interval Estimation - II](https://invisiblenetwork.ai/learn/nptel/111105124/e96cfe959906) (Video)
63. [Lecture 63: Interval Estimation - III](https://invisiblenetwork.ai/learn/nptel/111105124/e7f1a0e5b21e) (Video)
64. [Lecture 64: Interval Estimation - IV](https://invisiblenetwork.ai/learn/nptel/111105124/635e36eaa3a0) (Video)