9 citations · 12 across the 4 of their papers we have counts for
4 papers
Tree-based Subgroup Discovery In Electronic Health Records: Heterogeneity of Treatment Effects for DTG-containing Therapies
Jiabei Yang, Ann W. Mwangi, Rami Kantor +5
The rich longitudinal individual level data available from electronic health records (EHRs) can be used to examine treatment effect heterogeneity. However, estimating treatment eff…
Inference for BART with Multinomial Outcomes
Yizhen Xu, Joseph W. Hogan, Michael J. Daniels +2
The multinomial probit Bayesian additive regression trees (MPBART) framework was proposed by Kindo et al. (KD), approximating the latent utilities in the multinomial probit (MNP) m…
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…