9 citations · 12 across the 4 of their papers we have counts for
4 papers
Informed Pooled Testing with Quantitative Assays
Tao Liu, Joseph W Hogan, Wanning Su +3
Pooled testing is widely used for screening for viral or bacterial infections with low prevalence when individual testing is not cost-efficient. Pooled testing with qualitative ass…
Optimal Allocation of Gold Standard Testing under Constrained Availability: Application to Assessment of HIV Treatment Failure
Tao Liu, Joseph W. Hogan, Lisa Wang +2
The World Health Organization (WHO) guidelines for monitoring the effectiveness of HIV treatment in resource-limited settings (RLS) are mostly based on clinical and immunological m…
Classification using Ensemble Learning under Weighted Misclassification Loss
Yizhen Xu, Tao Liu, Michael J. Daniels +3
Binary classification rules based on covariates typically depend on simple loss functions such as zero-one misclassification. Some cases may require more complex loss functions. Fo…
Inference about ATE from Observational Studies with Continuous Outcome and Unmeasured Confounding
Tao Liu, Joseph W. Hogan
For settings with a binary treatment and a binary outcome, instrumental variables can be used to construct bounds on a causal treatment effect. With continuous outcomes, meaningful…