# Biostatistics and Design of experiments

- Institution: IIT Madras
- Department: Biotechnology
- Teacher: Prof. Mukesh Doble
- Level: Undergraduate
- Language: English
- Subjects: Biology
- Source: [NPTEL](https://nptel.ac.in/courses/102106051)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/102106051)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Introduction](https://invisiblenetwork.ai/learn/nptel/102106051/a574c8662510) (Video)
2. [Experimental Design Strategy](https://invisiblenetwork.ai/learn/nptel/102106051/7a84d1b91b67) (Video)
3. [Data types : Binomial distribution](https://invisiblenetwork.ai/learn/nptel/102106051/2389d65f4544) (Video)
4. [Poisson Distribution](https://invisiblenetwork.ai/learn/nptel/102106051/b7e839a0282d) (Video)
5. [Normal Distribution](https://invisiblenetwork.ai/learn/nptel/102106051/8cf1851ab10c) (Video)
6. [Standardized Normal Distribution/ t-distribution](https://invisiblenetwork.ai/learn/nptel/102106051/f79db20bc757) (Video)
7. [t-distribution/confidence interval](https://invisiblenetwork.ai/learn/nptel/102106051/06f495e0555c) (Video)
8. [Statistical tests](https://invisiblenetwork.ai/learn/nptel/102106051/5adfeba2efc8) (Video)
9. [t-Test](https://invisiblenetwork.ai/learn/nptel/102106051/d035e5c6715a) (Video)
10. [t-Tests](https://invisiblenetwork.ai/learn/nptel/102106051/ee3cbe927ae5) (Video)
11. [t- test](https://invisiblenetwork.ai/learn/nptel/102106051/1c13d8f8ba79) (Video)
12. [F-tests](https://invisiblenetwork.ai/learn/nptel/102106051/b89d8edaf4c6) (Video)
13. [F-tests contd](https://invisiblenetwork.ai/learn/nptel/102106051/2e3a80a06424) (Video)
14. [ANOVA](https://invisiblenetwork.ai/learn/nptel/102106051/834286c7e4ed) (Video)
15. [ANOVA Contd](https://invisiblenetwork.ai/learn/nptel/102106051/1760c6bb6465) (Video)
16. [Anova-Lec 16](https://invisiblenetwork.ai/learn/nptel/102106051/3f6972f5c454) (Video)
17. [Anova-Lec 17](https://invisiblenetwork.ai/learn/nptel/102106051/b9e8d81184ac) (Video)
18. [Anova-Lec 18](https://invisiblenetwork.ai/learn/nptel/102106051/20f4bab8b02d) (Video)
19. [Anova-Lec 19](https://invisiblenetwork.ai/learn/nptel/102106051/c01f7f43a613) (Video)
20. [Anova-Lec 20](https://invisiblenetwork.ai/learn/nptel/102106051/775584f8df78) (Video)
21. [Normality test/ Odds ratio](https://invisiblenetwork.ai/learn/nptel/102106051/6b1c6dc76937) (Video)
22. [Chi square distribution](https://invisiblenetwork.ai/learn/nptel/102106051/43ec3ee96b01) (Video)
23. [Chi square distribution/test](https://invisiblenetwork.ai/learn/nptel/102106051/dff410c1c5e9) (Video)
24. [Chi square test](https://invisiblenetwork.ai/learn/nptel/102106051/e9c8155a811f) (Video)
25. [Chi square test and Weibull Distribution](https://invisiblenetwork.ai/learn/nptel/102106051/4ed6b582bab3) (Video)
26. [Weibull Distribution](https://invisiblenetwork.ai/learn/nptel/102106051/437be2d10c17) (Video)
27. [Weibull distribution.](https://invisiblenetwork.ai/learn/nptel/102106051/6d949b386e5b) (Video)
28. [Non-parametric test](https://invisiblenetwork.ai/learn/nptel/102106051/5e4985eeadd1) (Video)
29. [Non parametric test/homogeneity of variance/beta distribution](https://invisiblenetwork.ai/learn/nptel/102106051/8c0aea4e3ca5) (Video)
30. [Exponential/hypergeometric distributions](https://invisiblenetwork.ai/learn/nptel/102106051/9a44eb60bb20) (Video)
31. [Hypergeometric/ Log norma distribution](https://invisiblenetwork.ai/learn/nptel/102106051/a8c19c52b01f) (Video)
32. [Design of experiments (DOE) - Introduction](https://invisiblenetwork.ai/learn/nptel/102106051/27f247de9d55) (Video)
33. [Factorial Design](https://invisiblenetwork.ai/learn/nptel/102106051/8ced70b4aa1c) (Video)
34. [Full factorial design](https://invisiblenetwork.ai/learn/nptel/102106051/41e94bcb6f9e) (Video)
35. [Fractional factorial design](https://invisiblenetwork.ai/learn/nptel/102106051/495080ed1dcf) (Video)
36. [Other designs](https://invisiblenetwork.ai/learn/nptel/102106051/f26a885f7c0e) (Video)
37. [Seconde order designs](https://invisiblenetwork.ai/learn/nptel/102106051/ef1397de8e7d) (Video)
38. [Second order design](https://invisiblenetwork.ai/learn/nptel/102106051/306ca2d805c4) (Video)
39. [Regression analysis](https://invisiblenetwork.ai/learn/nptel/102106051/dc8efb3450dc) (Video)
40. [Control charts](https://invisiblenetwork.ai/learn/nptel/102106051/c547aee5531c) (Video)