本文讨论由L^2深度修正得到的L^2深度相应的样本深度的性质,得到了样本深度的相合性和渐近正态性,并证明了它在任意紧集上的一致相合性.最后,基于上述性质简要讨论了样本深度等高的一些性质.
As a competitive depth,L^2-depth is modified from L^2-depth. Some basic properties of L^2 sample depth are discussed. The consistency and asymptotic: normality of sample depth are derived. The uniform consistency of sample depth on any compact set is also proved. Based on the above-mentioned properties, results for contours of sample depth are given in brief.