The conditional distribution of the response variable depends on the predictor variable and not on any transformation of the predictor variable. Whatever transformation is performed on the predictor variable, the conditional distribution of the response variable will continue to depend on the original distribution of the predictor variable.
Thus, the statement “In using the method of transformations, a transformation of the predictor variable will change the conditional distribution of the response variable.” is False.