# Stochastic Hydrology

- Institution: IISc Bangalore
- Department: Civil Engineering
- Teacher: Prof. P.P. Mujumdar
- Level: Undergraduate
- Language: English
- Subjects: Engineering
- Source: [NPTEL](https://nptel.ac.in/courses/105108079)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/105108079)
- 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/105108079/e0cece967bcf) (Video)
2. [Bivariate Distributions](https://invisiblenetwork.ai/learn/nptel/105108079/0df09d549f14) (Video)
3. [Independence ; Functions of Random Variables](https://invisiblenetwork.ai/learn/nptel/105108079/6225fd954e81) (Video)
4. [Moments of a Distribution](https://invisiblenetwork.ai/learn/nptel/105108079/3fcb71a7f3d0) (Video)
5. [Normal Distribution](https://invisiblenetwork.ai/learn/nptel/105108079/c28e417ee0c9) (Video)
6. [Other Continuous Distributions](https://invisiblenetwork.ai/learn/nptel/105108079/14fe840c45f9) (Video)
7. [Parameter Estimation](https://invisiblenetwork.ai/learn/nptel/105108079/b1f7b35b3e14) (Video)
8. [Covariance and Correlation](https://invisiblenetwork.ai/learn/nptel/105108079/ce570e24633a) (Video)
9. [Data Generation](https://invisiblenetwork.ai/learn/nptel/105108079/26d1449088e8) (Video)
10. [Time Series Analysis(1)](https://invisiblenetwork.ai/learn/nptel/105108079/f2bb906dc192) (Video)
11. [Time Series Analysis(2)](https://invisiblenetwork.ai/learn/nptel/105108079/df4ec57b9bb7) (Video)
12. [Time Series Analysis(3)](https://invisiblenetwork.ai/learn/nptel/105108079/08a0ffaa8c81) (Video)
13. [Frequency Domain Analysis(1)](https://invisiblenetwork.ai/learn/nptel/105108079/0b75b96eed7f) (Video)
14. [Frequency Domain Analysis(2) and ARIMA Models(1)](https://invisiblenetwork.ai/learn/nptel/105108079/1d1e71c35e79) (Video)
15. [ARIMA Models(2)](https://invisiblenetwork.ai/learn/nptel/105108079/463418e82dbd) (Video)
16. [ARIMA Models(3)](https://invisiblenetwork.ai/learn/nptel/105108079/4691ebac86d2) (Video)
17. [ARIMA Models(4)](https://invisiblenetwork.ai/learn/nptel/105108079/b43848a90221) (Video)
18. [Case Studies(1)](https://invisiblenetwork.ai/learn/nptel/105108079/034f57366c35) (Video)
19. [Case Studies(2)](https://invisiblenetwork.ai/learn/nptel/105108079/dde2763c6e8b) (Video)
20. [Case Studies(3)](https://invisiblenetwork.ai/learn/nptel/105108079/608c05e7086b) (Video)
21. [Case Studies(4)](https://invisiblenetwork.ai/learn/nptel/105108079/76b4181d1911) (Video)
22. [Markov Chains(1)](https://invisiblenetwork.ai/learn/nptel/105108079/bac566df0e6f) (Video)
23. [Markov Chains(2)](https://invisiblenetwork.ai/learn/nptel/105108079/08d76cee3c95) (Video)
24. [Frequency Analysis(1)](https://invisiblenetwork.ai/learn/nptel/105108079/c65d79d3613f) (Video)
25. [Frequency Analysis(2)](https://invisiblenetwork.ai/learn/nptel/105108079/7f640dae01b3) (Video)
26. [Frequency Analysis(3) and Probability Plotting(1)](https://invisiblenetwork.ai/learn/nptel/105108079/2ac1daad7a84) (Video)
27. [Probability Plotting(2)](https://invisiblenetwork.ai/learn/nptel/105108079/459d0dfb1923) (Video)
28. [Goodness of Fit](https://invisiblenetwork.ai/learn/nptel/105108079/352da00115c5) (Video)
29. [IDF Relationships](https://invisiblenetwork.ai/learn/nptel/105108079/cdd9b524fff2) (Video)
30. [Multiple Linear Regression](https://invisiblenetwork.ai/learn/nptel/105108079/06029ffb59a7) (Video)
31. [Principal Component Analysis](https://invisiblenetwork.ai/learn/nptel/105108079/06fc089d4ea0) (Video)
32. [Regression on Principal Components](https://invisiblenetwork.ai/learn/nptel/105108079/112eec1a8c7f) (Video)
33. [Multivariate Stochastic Models(1)](https://invisiblenetwork.ai/learn/nptel/105108079/df7c4359e052) (Video)
34. [Multivariate Stochastic Models(2)](https://invisiblenetwork.ai/learn/nptel/105108079/7a664476f381) (Video)
35. [Multivariate Stochastic Models(3)](https://invisiblenetwork.ai/learn/nptel/105108079/b86d1a85b5cf) (Video)
36. [Data Consistency Checks(1)](https://invisiblenetwork.ai/learn/nptel/105108079/ed91342931b1) (Video)
37. [Data Consistency Checks(2)](https://invisiblenetwork.ai/learn/nptel/105108079/47671cf44ef4) (Video)
38. [Data Consistency Checks(3)](https://invisiblenetwork.ai/learn/nptel/105108079/8b86bd0f6a75) (Video)
39. [Recent Applications: Climate Change Impact Assessment](https://invisiblenetwork.ai/learn/nptel/105108079/591ff7541240) (Video)
40. [Summary of the Course](https://invisiblenetwork.ai/learn/nptel/105108079/2e28cbce8b32) (Video)