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08/30/2022
Tree-based Subgroup Discovery In Electronic Health Records: Heterogeneity of Treatment Effects for DTG-containing Therapies
The rich longitudinal individual level data available from electronic he...
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02/16/2022
A flexible approach for causal inference with multiple treatments and clustered survival outcomes
When drawing causal inferences about the effects of multiple treatments ...
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01/18/2021
Inference for BART with Multinomial Outcomes
The multinomial probit Bayesian additive regression trees (MPBART) frame...
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11/01/2020
Informed Pooled Testing with Quantitative Assays
Pooled testing is widely used for screening for viral or bacterial infec...
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10/01/2020
Optimal Allocation of Gold Standard Testing under Constrained Availability: Application to Assessment of HIV Treatment Failure
The World Health Organization (WHO) guidelines for monitoring the effect...
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04/29/2020
Framework for the Treatment And Reporting of Missing data in Observational Studies: The TARMOS framework
Missing data are ubiquitous in medical research. Although there is incre...
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04/02/2019
Causal comparative effectiveness analysis of dynamic continuous-time treatment initiation rules with sparsely measured outcomes and death
Evidence supporting the current World Health Organization recommendation...
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04/02/2019
Modeling the Causal Effect of Treatment Initiation Time on Survival: Application to HIV/TB Co-infection
The timing of antiretroviral therapy (ART) initiation for HIV and tuberc...
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12/16/2018
Classification using Ensemble Learning under Weighted Misclassification Loss
Binary classification rules based on covariates typically depend on simp...
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12/26/2017