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03/03/2023
Causal Inference using Multivariate Generalized Linear Mixed-Effects Models with Longitudinal Data
Dynamic prediction of causal effects under different treatment regimes c...
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05/19/2021
Multiply Robust Causal Mediation Analysis with Continuous Treatments
In many applications, researchers are interested in the direct and indir...
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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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12/16/2020
Task Offloading for Large-Scale Asynchronous Mobile Edge Computing: An Index Policy Approach
Mobile-edge computing (MEC) offloads computational tasks from wireless d...
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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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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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09/10/2018