Using sliced inverse mean difference for sufficient dimension reduction

We present two different algorithms for sufficient dimension reduction based on the difference between inverse means. We discuss the theoretical properties and demonstrate the computational advantages over SIR (Li, 1991) and CUME (Zhu et al., 2010).