Which type of transformation may help change a curved relationship into a more linear relationship?

A) Log
B) Arcsin
C) Reciprocal
D) Cubed-root

Cubed-Root Transformation

A statistical technique used to stabilize variance, make the data more closely conform to a normal distribution, or improve the interpretability of data with skewed distributions.

Log Transformation

A mathematical operation that replaces a variable with the logarithm of that variable to help normalize data or manage skewed distributions.

Arcsin Transformation

A data transformation technique used to stabilize the variance when the data follow a binomial distribution.