Answer:
If R² for the transformation is greater than R² for the original regression, the transformation is successful
Step-by-step explanation:
We will follow the process below when conducting a successful transformation on a set of data.
First of all, we will transform either the independent variable or the dependent variable, or even transform both. Secondly, we will conduct a regression analysis by making use of the transformed variables.
Thirdly, we will now compute the coefficient of determination (R2), which will be based on the transformed variables.
Lastly, If the transformed coefficient of determination(R²) is greater than the raw-score (R²) which is the original regression, then we can say that the transformation was successful.
