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09/10/2023
Winner's Curse Free Robust Mendelian Randomization with Summary Data
In the past decade, the increased availability of genome-wide associatio...
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07/03/2023
Statistical Inference on Multi-armed Bandits with Delayed Feedback
Multi armed bandit (MAB) algorithms have been increasingly used to compl...
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02/21/2023
Breaking the Winner's Curse in Mendelian Randomization: Rerandomized Inverse Variance Weighted Estimator
Developments in genome-wide association studies and the increasing avail...
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11/26/2022
Efficient Targeted Learning of Heterogeneous Treatment Effects for Multiple Subgroups
In biomedical science, analyzing treatment effect heterogeneity plays an...
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08/04/2022
Statistical Inference for Streamed Longitudinal Data
Modern longitudinal data, for example from wearable devices, measures bi...
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06/23/2022
Inference on the Best Policies with Many Covariates
Understanding the impact of the most effective policies or treatments on...
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05/14/2022
Assessing Heterogeneous Risk of Type II Diabetes Associated with Statin Usage: Evidence from Electronic Health Record Data
There have been increased concerns that the use of statins, one of the m...
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03/23/2022
Treatment Effect Estimation with Efficient Data Aggregation
Data aggregation, also known as meta analysis, is widely used to synthes...
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11/02/2021
Dynamic statistical inference in massive datastreams
Modern technological advances have expanded the scope of applications re...
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02/22/2021
Sharp Inference on Selected Subgroups in Observational Studies
In modern drug development, the broader availability of high-dimensional...
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02/02/2021
Inference on Heterogeneous Quantile Treatment Effects via Rank-Score Balancing
Understanding treatment effect heterogeneity in observational studies is...
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10/26/2018