# Applied Multivariate Analysis

- Institution: IIT Kanpur
- Department: Mathematics
- Taught by: Dr. Amit Mitra, Dr. Sharmishtha Mitra
- Level: Undergraduate
- Language: English
- Subjects: Mathematics
- Source: [NPTEL](https://nptel.ac.in/courses/111104024)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/111104024)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Prologue](https://invisiblenetwork.ai/learn/nptel/111104024/b9a982db557c) (Video)
2. [Lecture-01 Basic concepts on multivariate distribution.](https://invisiblenetwork.ai/learn/nptel/111104024/af0a5494440c) (Video)
3. [Lecture - 02 Basic concepts on multivariate distribution.](https://invisiblenetwork.ai/learn/nptel/111104024/b2d98928c921) (Video)
4. [Lecture - 03 Multivariate normal distribution. : I](https://invisiblenetwork.ai/learn/nptel/111104024/6e24aa5657dd) (Video)
5. [Lecture - 04 Multivariate normal distribution. : II](https://invisiblenetwork.ai/learn/nptel/111104024/ef460852beb9) (Video)
6. [Lecture - 05 Multivariate normal distribution. : III](https://invisiblenetwork.ai/learn/nptel/111104024/ea537d74c256) (Video)
7. [Lecture - 06 Some problems on multivariate distributions. : I](https://invisiblenetwork.ai/learn/nptel/111104024/4f0fbfcc8ef7) (Video)
8. [Lecture - 07 Some problems on multivariate distributions. : II](https://invisiblenetwork.ai/learn/nptel/111104024/c52e51908769) (Video)
9. [Lecture - 08 Random sampling from multivariate normal distribution and Wishart distribution. : I](https://invisiblenetwork.ai/learn/nptel/111104024/4849470adbeb) (Video)
10. [Lecture - 09 Random multivariate sampling from multivariate normal distribution and Wishart distribution. : II](https://invisiblenetwork.ai/learn/nptel/111104024/54e576593fb9) (Video)
11. [Lecture - 10 Random sampling from multivariate normal distribution and Wishart distribution. : III](https://invisiblenetwork.ai/learn/nptel/111104024/fdde783b1d38) (Video)
12. [Lecture - 11 Wishart distribution and its properties. :I](https://invisiblenetwork.ai/learn/nptel/111104024/2726f3f2adc6) (Video)
13. [Lecture - 12 Wishart distribution and its properties.- II](https://invisiblenetwork.ai/learn/nptel/111104024/f3c76b3d6b2b) (Video)
14. [Lecture -13 Hotellings T2 distribution and its applications.](https://invisiblenetwork.ai/learn/nptel/111104024/e5d2ab8b9aab) (Video)
15. [Lecture - 14 Hotellings T2 distribution and various confidence intervals and regions.](https://invisiblenetwork.ai/learn/nptel/111104024/16f7b9aba7d6) (Video)
16. [Lecture- 15 Hotellings T2 distribution and Profile analysis.](https://invisiblenetwork.ai/learn/nptel/111104024/e84f5a6cf2fe) (Video)
17. [Lecture - 16 Profile analysis.-I](https://invisiblenetwork.ai/learn/nptel/111104024/9b7597ca26c8) (Video)
18. [Lecture : 17 Profile analysis. :II](https://invisiblenetwork.ai/learn/nptel/111104024/61cc89b34a4f) (Video)
19. [Lecture - 18 MANOVA.-I](https://invisiblenetwork.ai/learn/nptel/111104024/3d7e12b9db88) (Video)
20. [Lecture - 19 MANOVA.- II](https://invisiblenetwork.ai/learn/nptel/111104024/0994da14b3b8) (Video)
21. [Lecture - 20 MANOVA .- III](https://invisiblenetwork.ai/learn/nptel/111104024/5d1bfd412f4f) (Video)
22. [Lecture -21 MANOVA & Multiple Correlation Coefficient](https://invisiblenetwork.ai/learn/nptel/111104024/d3404c2392dc) (Video)
23. [Lecture -22 Multiple Correlation Coefficient](https://invisiblenetwork.ai/learn/nptel/111104024/110ac79f4f92) (Video)
24. [Lecture 23 Principal Component Analysis](https://invisiblenetwork.ai/learn/nptel/111104024/9d8fab6e4a61) (Video)
25. [Lecture -24 Principal Component Analysis](https://invisiblenetwork.ai/learn/nptel/111104024/47c0c0f971fa) (Video)
26. [Lecture -25 Principal Component Analysis](https://invisiblenetwork.ai/learn/nptel/111104024/390e4ec136f8) (Video)
27. [Lecture -26 Cluster Analysis](https://invisiblenetwork.ai/learn/nptel/111104024/085fc4ea07b4) (Video)
28. [Lecture -27 Cluster Analysis](https://invisiblenetwork.ai/learn/nptel/111104024/fb16dd70b0ad) (Video)
29. [Lecture -28 Cluster Analysis](https://invisiblenetwork.ai/learn/nptel/111104024/a8a0df1ce0d9) (Video)
30. [Lecture -29 Cluster Analysis](https://invisiblenetwork.ai/learn/nptel/111104024/49545fbf1ef7) (Video)
31. [Lecture -30 Discriminant Analysis and Classification](https://invisiblenetwork.ai/learn/nptel/111104024/23378619c846) (Video)
32. [Lecture -31 Discriminant Analysis and Classification](https://invisiblenetwork.ai/learn/nptel/111104024/1a3daa9c880b) (Video)
33. [Lecture -32 Discriminant Analysis and Classification](https://invisiblenetwork.ai/learn/nptel/111104024/dbd429174d31) (Video)
34. [Lecture -33 Discriminant Analysis and Classification](https://invisiblenetwork.ai/learn/nptel/111104024/a26cbb6314a3) (Video)
35. [Lecture -34 Discriminant Analysis and Classification](https://invisiblenetwork.ai/learn/nptel/111104024/bc827673044f) (Video)
36. [Lecture -35 Discriminant Analysis and Classification](https://invisiblenetwork.ai/learn/nptel/111104024/7bc9d45f333f) (Video)
37. [Lecture -36 Discriminant Analysis and Classification](https://invisiblenetwork.ai/learn/nptel/111104024/ab7115991867) (Video)
38. [Lecture -37 Factor_Analysis](https://invisiblenetwork.ai/learn/nptel/111104024/b8e61f574832) (Video)
39. [Lecture 38 Factor_Analysis](https://invisiblenetwork.ai/learn/nptel/111104024/4f202c6b8a6b) (Video)
40. [Lecture -39 Factor_Analysis](https://invisiblenetwork.ai/learn/nptel/111104024/7629a8ca38e5) (Video)
41. [Lecture -40 Cannonical Correlation Analysis](https://invisiblenetwork.ai/learn/nptel/111104024/3a1e90780dec) (Video)
42. [Lecture -41 Cannonical Correlation Analysis](https://invisiblenetwork.ai/learn/nptel/111104024/85071de4a552) (Video)
43. [Lecture -42 Cannonical Correlation Analysis](https://invisiblenetwork.ai/learn/nptel/111104024/97cbd32772b9) (Video)
44. [Lecture -43 Cannonical Correlation Analysis](https://invisiblenetwork.ai/learn/nptel/111104024/a4ebb9aae846) (Video)