17 citations · 28 across the 15 of their papers we have counts for
15 papers
Sparse Hanson-Wright Inequality for a Bilinear Form of Sub-Gaussian Variables
Seongoh Park, Xinlei Wang, Johan Lim
In this paper, we derive a new version of Hanson-Wright inequality for a sparse bilinear form of sub-Gaussian variables. Our results are generalization of previous deviation inequa…
Testing Independence of Bivariate Censored Data using Random Walk on Restricted Permutation Graph
Seonghun Cho, Donghyeon Yu, Johan Lim
In this paper, we propose a procedure to test the independence of bivariate censored data, which is generic and applicable to any censoring types in the literature. To test the hyp…
Empirical Likelihood Inference for Area under the ROC Curve using Ranked Set Samples
Chul Moon, Xinlei Wang, Johan Lim
The area under a receiver operating characteristic curve (AUC) is a useful tool to assess the performance of continuous-scale diagnostic tests on binary classification. In this art…
Estimating High-dimensional Covariance and Precision Matrices under General Missing Dependence
Seongoh Park, Xinlei Wang, Johan Lim
A sample covariance matrix of completely observed data is the key statistic in a large variety of multivariate statistical procedures, such as structured covarianc…
Testing for Stochastic Order in Interval-Valued Data
Hyejeong Choi, Johan Lim, Minjung Kwak +1
We construct a procedure to test the stochastic order of two samples of interval-valued data. We propose a test statistic which belongs to U-statistic and derive its asymptotic dis…
Covariate-dependent control limits for the detection of abnormal price changes in scanner data
Youngrae Kim, Sangkyun Kim, Johan Lim +3
Currently, large-scale sales data for consumer goods, called scanner data, are obtained by scanning the bar codes of individual products at the points of sale of retail outlets. Ma…