5 citations · 14 across the 8 of their papers we have counts for
5 papers · 1 filter
Spectral Ranking Inferences based on General Multiway Comparisons
Jianqing Fan, Zhipeng Lou, Weichen Wang +1
This paper studies the performance of the spectral method in the estimation and uncertainty quantification of the unobserved preference scores of compared entities in a general and…
Communication-Efficient Distributed Estimation and Inference for Cox's Model
Pierre Bayle, Jianqing Fan, Zhipeng Lou
Motivated by multi-center biomedical studies that cannot share individual data due to privacy and ownership concerns, we develop communication-efficient iterative distributed algor…
High Dimensional Analysis of Variance in Multivariate Linear Regression
Zhipeng Lou, Xianyang Zhang, Wei Biao Wu
In this paper, we develop a systematic theory for high dimensional analysis of variance in multivariate linear regression, where the dimension and the number of coefficients can bo…
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…
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…