How to handle missing values in practice ?
How to handle these missing values if we want to do estimation, inference, prediction, etc.? There doesn't exist a unique and standard answer to this question. For a straightforward application of some the most common methods we propose several workflows below, in both R and Python.
How to (R notebook)…
- … generate missing values? (PDF and related R source code)
- … estimate with missing values? (PDF)
- … impute missing values? (PDF)
How to (Python notebook) …