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08/05/2023
Spectral Ranking Inferences based on General Multiway Comparisons
This paper studies the performance of the spectral method in the estimat...
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02/23/2023
Communication-Efficient Distributed Estimation and Inference for Cox's Model
Motivated by multi-center biomedical studies that cannot share individua...
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01/10/2023
High Dimensional Analysis of Variance in Multivariate Linear Regression
In this paper, we develop a systematic theory for high dimensional analy...
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11/22/2022
Robust High-dimensional Tuning Free Multiple Testing
A stylized feature of high-dimensional data is that many variables have ...
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11/22/2022
Ranking Inferences Based on the Top Choice of Multiway Comparisons
This paper considers ranking inference of n items based on the observed ...
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03/02/2022