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08/28/2023
Learning to Read Analog Gauges from Synthetic Data
Manually reading and logging gauge data is time inefficient, and the eff...
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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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06/10/2022
Quantification of follow-up time in oncology clinical trials with a time-to-event endpoint: Asking the right questions
For the analysis of a time-to-event endpoint in a single-arm or randomiz...
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10/10/2021
CoRGi: Content-Rich Graph Neural Networks with Attention
Graph representations of a target domain often project it to a set of en...
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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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11/14/2019
On Data Enriched Logistic Regression
Biomedical researchers usually study the effects of certain exposures on...
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05/06/2019
Nonsingular (Vertex-Weighted) Block Graphs
A graph G is nonsingular (singular) if its adjacency matrix A(G) is nons...
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12/05/2018
On High Dimensional Covariate Adjustment for Estimating Causal Effects in Randomized Trials with Survival Outcomes
We study the estimation of the average causal effect (ACE) on the surviv...
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09/27/2018
Auto-Encoding Knockoff Generator for FDR Controlled Variable Selection
A new statistical procedure (Model-X candes2018) has provided a way to i...
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03/11/2018