On expectile-assisted inverse regression estimation for sufficient dimension reduction

Abdul-Nasah Soale, Yuexiao Dong

Moment-based sufficient dimension reduction methods such as sliced inverse regression may not work well in the presence of heteroscedasticity. We propose to first estimate the expe…