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06/01/2023
Multi-study R-learner for Heterogeneous Treatment Effect Estimation
Estimating heterogeneous treatment effects is crucial for informing pers...
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02/24/2023
Multiple Imputation for Non-Monotone Missing Not at Random Binary Data using the No Self-Censoring Model
Although approaches for handling missing data from longitudinal studies ...
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02/24/2023
Permutation tests for assessing potential non-linear associations between treatment use and multivariate clinical outcomes
In many psychometric applications, the relationship between the mean of ...
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05/07/2021
Bayesian Modeling for Exposure Response Curve via Gaussian Processes: Causal Effects of Exposure to Air Pollution on Health Outcomes
Motivated by environmental health research on air pollution, we address ...
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07/24/2020
Cross-study learning for generalist and specialist predictions
Jointly using data from multiple similar sources for the training of pre...
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11/03/2017
