Short scripts used for articles published on Medium The latest versions of the texts can be found on Medium, the latest changes to the code are reflected in the notebooks/scripts.
- Introduction to quantitative finance part I: Stylised facts of asset returns
- Introduction to Power Analysis in Python
- Interpreting the coefficients of linear regression
- Explaining Feature Importance by example of a Random Forest
- Outlier Detection with Isolation Forest
- Outlier Detection with Extended Isolation Forest
- Explaining probability plots
- Verifying the Assumptions of Linear Regression in Python and R
- Introduction to dtplyr
- One-tailed or two-tailed test, that is the question