5 citations · 14 across the 8 of their papers we have counts for
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math.ST2022
Robust High-dimensional Tuning Free Multiple Testing
Jianqing Fan, Zhipeng Lou, Mengxin Yu
A stylized feature of high-dimensional data is that many variables have heavy tails, and robust statistical inference is critical for valid large-scale statistical inference. Yet,…
stat.ME2022★ 5 cited
Ranking Inferences Based on the Top Choice of Multiway Comparisons
Jianqing Fan, Zhipeng Lou, Weichen Wang +1
This paper considers ranking inference of items based on the observed data on the top choice among randomly selected items at each trial. This is a useful modification of t…
stat.ME2022★ 2 cited
Are Latent Factor Regression and Sparse Regression Adequate?
Jianqing Fan, Zhipeng Lou, Mengxin Yu
We propose the Factor Augmented sparse linear Regression Model (FARM) that not only encompasses both the latent factor regression and sparse linear regression as special cases but…