A new class of $L_q$-norm zonoid depths

Xiaohui Liu, Yuanyuan Li, Qing Liu

Zonoid depth, as a well-known ordering tool, has been widely used in multivariate analysis. However, since its depth value vanishes outside the convex hull of the data cloud, it su…