Colab notebooks for the computational statistics lecture that I will be teaching in 2022 - 2023 Fall semester at TED university.
Important Note: I usually do live coding during the lectures. Therefore there may be some grammatical errors in the comments, since I usually add explanatory comments in pretty quick and dirty way. Please consider this.
Brief Content-
- Goygoying with Python,
- Further Goygoying with Python,
- Random Number Generation,
- In Memoriam of Monte Carlo (RIP) whom we owe the notion of sampling,
- Variannce Reduction and further Monte Carlo business,
- Variance Reduction cont'd,
- Monte Carlo Inference stuff,
- Some furthre Monte Carlo if you are still there, and some Bootstrap and Jackknife stuff,