An Unusual Preferences Among Regression Designs

Consider the classical regression design with one explanatory variable taking values x = (x1 ,…, xn )' and an alternative design based on Tx, where We reveal an interesting phenomenon that the second design is better, from many reasonable points of view, than the initial one.