A Robust Extrinsic Single-index Model for Spherical Data

Houren Hong, Janice L. Scealy, Andrew T. A. Wood +1

Regression with a spherical response is challenging due to the absence of linear structure, making standard regression models inadequate. Existing methods, mainly parametric, lack…