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math.ST2024
Q statistics in data depth: fundamental theory revisited and variants
Min Gao, Yiting Chen, Xiaoping Shi +1
Recently, data depth has been widely used to rank multivariate data. The study of the depth-based statistic, originally proposed by Liu and Singh (1993), has become increasingl…
math.ST2023★ 2 cited
Multivariate two-sample test statistics based on data depth
Yiting Chen, Wei Lin, Xiaoping Shi
Data depth has been applied as a nonparametric measurement for ranking multivariate samples. In this paper, we focus on homogeneity tests to assess whether two multivariate samples…