Medium articles
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.
Articles
- 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