statistical variables. However, for ordered categorical variables almost no literature concerning skewness exists, although this … categorical variables have to be invariant with respect to the group of strictly increasing, continuous transformations. Therefore … type of variables is common for behavioral, educational, and social sciences. Suitable measures of skewness for ordered …