Model-based Statistical Depth with Applications to Functional Data

26 Sep 2019 Zhao Weilong Xu Zishen Yang Yun Wu Wei

Statistical depth, a commonly used analytic tool in non-parametric statistics, has been extensively studied for multivariate and functional observations over the past few decades. Although various forms of depth were introduced, they are mainly procedure-based whose definitions are independent of the generative model for observations... (read more)

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  • METHODOLOGY