75 citations · 252 across the 29 of their papers we have counts for
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stat.ME2021★ 1 cited
Linear Discriminant Analysis with High-dimensional Mixed Variables
Binyan Jiang, Chenlei Leng, Cheng Wang +2
Datasets containing both categorical and continuous variables are frequently encountered in many areas, and with the rapid development of modern measurement technologies, the dimen…
stat.ME2021
Applied Regression Analysis of Correlations for Correlated Data
Jie Hu, Yu Chen, Chenlei Leng +1
Correlated data are ubiquitous in today's data-driven society. While regression models for analyzing means and variances of responses of interest are relatively well-developed, the…
math.ST2021★ 4 cited
An Annotated Graph Model with Differential Degree Heterogeneity for Directed Networks
Stefan Stein, Chenlei Leng
Directed networks are conveniently represented as graphs in which ordered edges encode interactions between vertices. Despite their wide availability, there is a shortage of statis…