# Statistical Methods for Scientists and Engineers

- Institution: IIT Kharagpur
- Department: Mathematics
- Teacher: Prof. Somesh Kumar
- Level: Undergraduate
- Language: English
- Subjects: Mathematics
- Source: [NPTEL](https://nptel.ac.in/courses/111105077)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/111105077)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Foundations of Probability](https://invisiblenetwork.ai/learn/nptel/111105077/f92426a953de) (Video)
2. [Laws of Probability](https://invisiblenetwork.ai/learn/nptel/111105077/c07b8f46e1ca) (Video)
3. [Random Variables](https://invisiblenetwork.ai/learn/nptel/111105077/a1af9c8efe3c) (Video)
4. [Moments and Special Distributions](https://invisiblenetwork.ai/learn/nptel/111105077/5a5cf8c87179) (Video)
5. [Moments and Special Distributions (Contd.)](https://invisiblenetwork.ai/learn/nptel/111105077/31c1bf80654b) (Video)
6. [Special Distributions (Contd.)](https://invisiblenetwork.ai/learn/nptel/111105077/0bd932a4a2ad) (Video)
7. [Special Distributions (Contd.)](https://invisiblenetwork.ai/learn/nptel/111105077/0ff281a1011d) (Video)
8. [Sampling Distributions](https://invisiblenetwork.ai/learn/nptel/111105077/1ed1e9092d0e) (Video)
9. [Parametric Methods - I](https://invisiblenetwork.ai/learn/nptel/111105077/651cb9b18471) (Video)
10. [Parametric Methods - II](https://invisiblenetwork.ai/learn/nptel/111105077/78c32b666904) (Video)
11. [Parametric Methods - III](https://invisiblenetwork.ai/learn/nptel/111105077/508679448e97) (Video)
12. [Parametric Methods - IV](https://invisiblenetwork.ai/learn/nptel/111105077/312908713e9f) (Video)
13. [Parametric Methods - V](https://invisiblenetwork.ai/learn/nptel/111105077/a78244e8a21a) (Video)
14. [Parametric Methods - VI](https://invisiblenetwork.ai/learn/nptel/111105077/1d4327c2ebcb) (Video)
15. [Parametric Methods - VII](https://invisiblenetwork.ai/learn/nptel/111105077/b3fd6ac18dfb) (Video)
16. [Multivariate Analysis - I](https://invisiblenetwork.ai/learn/nptel/111105077/d5870e087e58) (Video)
17. [Multivariate Analysis - II](https://invisiblenetwork.ai/learn/nptel/111105077/7928882cd0d4) (Video)
18. [Multivariate Analysis - III](https://invisiblenetwork.ai/learn/nptel/111105077/885599dc0e9d) (Video)
19. [Multivariate Analysis - IV](https://invisiblenetwork.ai/learn/nptel/111105077/3149c8b51f2a) (Video)
20. [Multivariate Analysis - V](https://invisiblenetwork.ai/learn/nptel/111105077/577cf4be1997) (Video)
21. [Multivariate Analysis - VI](https://invisiblenetwork.ai/learn/nptel/111105077/e6d4c5ac5002) (Video)
22. [Multivariate Analysis - VII](https://invisiblenetwork.ai/learn/nptel/111105077/db73b6946a38) (Video)
23. [Multivariate Analysis - VIII](https://invisiblenetwork.ai/learn/nptel/111105077/09bd60ecae3d) (Video)
24. [Multivariate Analysis - IX](https://invisiblenetwork.ai/learn/nptel/111105077/d3b14468488e) (Video)
25. [Multivariate Analysis - X](https://invisiblenetwork.ai/learn/nptel/111105077/d3b431d49dc7) (Video)
26. [Multivariate Analysis - XI](https://invisiblenetwork.ai/learn/nptel/111105077/bfe0ef61570b) (Video)
27. [Multivariate Analysis - XII](https://invisiblenetwork.ai/learn/nptel/111105077/c7191e18d7e9) (Video)
28. [Non parametric Methods - I](https://invisiblenetwork.ai/learn/nptel/111105077/5a460ea74f1d) (Video)
29. [Non parametric Methods - II](https://invisiblenetwork.ai/learn/nptel/111105077/3b469c957d96) (Video)
30. [Non parametric Methods - III](https://invisiblenetwork.ai/learn/nptel/111105077/b6dc756094fb) (Video)
31. [Non parametric Methods - IV](https://invisiblenetwork.ai/learn/nptel/111105077/d2843df6abc9) (Video)
32. [Nonparametric Methods - V](https://invisiblenetwork.ai/learn/nptel/111105077/0b32b7447761) (Video)
33. [Nonparametric Methods - VI](https://invisiblenetwork.ai/learn/nptel/111105077/db4d108862ac) (Video)
34. [Nonparametric Methods - VII](https://invisiblenetwork.ai/learn/nptel/111105077/208dd2dcb5dd) (Video)
35. [Nonparametric Methods - VIII](https://invisiblenetwork.ai/learn/nptel/111105077/2988892bd4c9) (Video)
36. [Nonparametric Methods - IX](https://invisiblenetwork.ai/learn/nptel/111105077/f3efe8aeddab) (Video)
37. [Nonparametric Methods - X](https://invisiblenetwork.ai/learn/nptel/111105077/142025ab452a) (Video)
38. [Nonparametric Methods - XI](https://invisiblenetwork.ai/learn/nptel/111105077/f323afe24688) (Video)
39. [Nonparametric Methods - XII](https://invisiblenetwork.ai/learn/nptel/111105077/f9467fda04dc) (Video)
40. [Nonparametric Methods - XIII](https://invisiblenetwork.ai/learn/nptel/111105077/c85e56d45872) (Video)