 However, if there exists a sufficient dimension reduction formula_5 with small enough dimension, a sufficient summary plot of formula_3 versus formula_5 may be constructed and visually interpreted with relative ease.Hence sufficient dimension reduction allows for graphical intuition about the distribution of formula_13, which might not have otherwise been available for high-dimensional data.Most graphical methodology focuses primarily on dimension reduction involving linear combinations of formula_1.