Match the mathematical transformation with the data issue it is most likely to resolve.
1. Log base 10
2. natural Log
3. Square Root
4. Arcsine Square Root

A. Applicable when the difference among groups of data are large (multiplicative in nature) .
B. Good for both negatively and positively skewed data.
C. Applicable when the variances are proportional to the mean, such that, as mean increases, so does the variance.
D. Applicable when working with proportional or percentage data, where each datum has been scaled to a total in the dataset.