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Variable Transformations
Variable Transformations
Overview of Variable Transformations
Example: Apply a Logarithmic Transformation
Example: Apply a Box-Cox Transformation
Common Transformations
Normalizing Transformations
Variance Stabilizing Transformations
Transformations for Proportion Variables
Folded Power Transformation
Guerrero-Johnson Transformation
Aranda-Ordaz Transformation
Scaling and Translation Transformations
Rank Transformations
Lag Transformations
Two-Variable Transformations
Custom Transformations
Example: Define a Custom Transformation
Applying Normalizing Transformations
Translating Data
Skewness
References
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