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03/02/2023
Controlling FDR in selecting group-level simultaneous signals from multiple data sources with application to the National Covid Collaborative Cohort data
One challenge in exploratory association studies using observational dat...
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06/24/2021
Multiple Testing for Composite Null with FDR Control Guarantee
False discovery rate (FDR) controlling procedures provide important stat...
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05/17/2021
Convergence guarantee for the sparse monotone single index model
We consider a high-dimensional monotone single index model (hdSIM), whic...
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02/18/2020
Post-selection inference on high-dimensional varying-coefficient quantile regression model
Quantile regression has been successfully used to study heterogeneous an...
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12/03/2019
Angle-Based Sensor Network Localization
This paper studies angle-based sensor network localization (ASNL) in a p...
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10/06/2019
Convex and Non-convex Approaches for Statistical Inference with Noisy Labels
We study the problem of estimation and testing in logistic regression wi...
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08/13/2019
The bias of isotonic regression
We study the bias of the isotonic regression estimator. While there is e...
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12/05/2018