Metric Subtraction for Non-Euclidean Random Objects with Applications to Residual Analysis

Jiazhen Xu, Takuo Matsubara, Han Lin Shang

Residual analysis for non-Euclidean regression models is challenging due to the lack of a natural subtraction operation and a corresponding notion of conditionally centered residua…