 The rest of this article deals only with such reductions.Suppose formula_24 is a sufficient dimension reduction, where formula_25 is a formula_26 matrix with rank formula_27.Then the regression information for formula_13 can be inferred by studying the distribution of formula_29, and the plot of formula_3 versus formula_31 is a sufficient summary plot.