Expand description
Winsorization utilities for capping extreme outliers
Winsorization is a statistical transformation that limits extreme values by replacing outliers with specified percentile values rather than removing them. This helps reduce the impact of outliers while preserving data points.
Structs§
- Winsorization
Stats - Statistics about winsorization applied to data
- Winsorizer
- Winsorizer for capping extreme outliers
- Winsorizer
Config - Configuration for winsorization
Enums§
- NanStrategy
- Strategy for handling NaN values during winsorization