55 citations · 91 across the 5 of their papers we have counts for
5 papers
The Bag-and-Whisker Plot: A New Bagplot for Bivariate Data
Shenghao Qin, Bowen Gang, Tiejun Tong +1
The bagplot, also known as the "bag-and-bolster plot", is a notable extension of the boxplot from univariate to bivariate data. Although widely used, its practical application is h…
A Unified Framework for Generalized Low-Shot Medical Image Segmentation with Scarce Data
Hengji Cui, Dong Wei, Kai Ma +2
Medical image segmentation has achieved remarkable advancements using deep neural networks (DNNs). However, DNNs often need big amounts of data and annotations for training, both o…
A Distribution-Free Test of Independence and Its Application to Variable Selection
Hengjian Cui, Wei Zhong
Motivated by the importance of measuring the association between the response and predictors in high dimensional data, In this article, we propose a new mean variance test of indep…
Partial Penalized Likelihood Ratio Test under Sparse Case
Shanshan Wang, Hengjian Cui
This work is concern with testing the low-dimensional parameters of interest with divergent dimensional data and variable selection for the rest under the sparse case. A consistent…
Depth weighted scatter estimators
Yijun Zuo, Hengjian Cui
General depth weighted scatter estimators are introduced and investigated. For general depth functions, we find out that these affine equivariant scatter estimators are Fisher cons…