# Introduction to Statistical Hypothesis Testing

- Institution: IIT Madras
- Department: Chemical Engineering
- Teacher: Prof. Arun K. Tangirala
- Level: Undergraduate
- Language: English
- Subjects: Chemistry, Engineering
- Source: [NPTEL](https://nptel.ac.in/courses/103106120)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/103106120)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Motivation](https://invisiblenetwork.ai/learn/nptel/103106120/6e010c3f99db) (Video)
2. [Probability and statistics: Review - Part 1](https://invisiblenetwork.ai/learn/nptel/103106120/8f59be230c07) (Video)
3. [Probability and Statistics: Review - Part 2](https://invisiblenetwork.ai/learn/nptel/103106120/83c4596c726a) (Video)
4. [R Tutorial 1](https://invisiblenetwork.ai/learn/nptel/103106120/1eba4da8e03c) (Video)
5. [Statistics for Hypothesis Testing - Part 1](https://invisiblenetwork.ai/learn/nptel/103106120/b8d19173f0c6) (Video)
6. [Statistics for Hypothesis Testing - Part 2](https://invisiblenetwork.ai/learn/nptel/103106120/eb705d8f6684) (Video)
7. [Statistics for sample mean](https://invisiblenetwork.ai/learn/nptel/103106120/50a953690343) (Video)
8. [Statistics for Variance and Proportion](https://invisiblenetwork.ai/learn/nptel/103106120/e8f61641a515) (Video)
9. [Type I and Type II errors](https://invisiblenetwork.ai/learn/nptel/103106120/1fcf921ed488) (Video)
10. [p value](https://invisiblenetwork.ai/learn/nptel/103106120/0e7fd97a20f0) (Video)
11. [Hypothesis testing of means](https://invisiblenetwork.ai/learn/nptel/103106120/2e89fff108b0) (Video)
12. [Hypothesis testing of variance and proportions](https://invisiblenetwork.ai/learn/nptel/103106120/a1be24bcd4cb) (Video)
13. [Confidence interval construction](https://invisiblenetwork.ai/learn/nptel/103106120/6c5f3f999787) (Video)
14. [Hypothesis testing using confidence interval](https://invisiblenetwork.ai/learn/nptel/103106120/7ffcc21ff7d6) (Video)
15. [Hypothesis testing of correlation](https://invisiblenetwork.ai/learn/nptel/103106120/4978b2a9bfd0) (Video)
16. [Statistic for linear regression](https://invisiblenetwork.ai/learn/nptel/103106120/da7473f24236) (Video)
17. [Hypothesis testing in linear regression](https://invisiblenetwork.ai/learn/nptel/103106120/b3ae98be4122) (Video)
18. [Power of hypothesis test](https://invisiblenetwork.ai/learn/nptel/103106120/39cfc8ce8e6e) (Video)
19. [Factors affecting hypothesis test](https://invisiblenetwork.ai/learn/nptel/103106120/bd6c03ba801b) (Video)