paper, we provide a computable formula of the extrinsic mean of the reflection shapes in arbitrary dimensions. Moreover, the … asymptotic analysis of the extrinsic mean of the reflection shapes is studied. By using the differentiability of spectral … operators, we obtain a central limit theorem of the sample extrinsic mean of the reflection shapes. As a direct application, the …