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02/08/2023
Group LASSO Variable Selection Method for Treatment Effect Generalization
Often in public health, we are interested in the treatment effect of an ...
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02/08/2023
Estimating Longitudinal Causal Effects with Unobserved Noncompliance Using a Semi-Parametric G-computation Algorithm
Participant noncompliance, in which participants do not follow their ass...
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11/16/2021
Practical Guidance on Modeling Choices for the Virtual Twins Method
Individuals can vary drastically in their response to the same treatment...
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07/07/2020
Statistical design considerations for trials that study multiple indications
Breakthroughs in cancer biology have defined new research programs empha...
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07/02/2020
Multi-resolution Super Learner for Voxel-wise Classification of Prostate Cancer Using Multi-parametric MRI
While current research has shown the importance of Multi-parametric MRI ...
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03/21/2020
Borrowing from Supplemental Sources to Estimate Causal Effects from a Primary Data Source
The increasing multiplicity of data sources offers exciting possibilitie...
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01/21/2020