2 citations · 2 across the 3 of their papers we have counts for
3 papers
A reluctant additive model framework for interpretable nonlinear individualized treatment rules
Jacob M. Maronge, Jared D. Huling, Guanhua Chen
Individualized treatment rules (ITRs) for treatment recommendation is an important topic for precision medicine as not all beneficial treatments work well for all individuals. Inte…
Doubly structured sparsity for grouped multivariate responses with application to functional outcome score modeling
Jared D. Huling, Jennifer P. Lundine, Julie C. Leonard
This work is motivated by the need to accurately model a vector of responses related to pediatric functional status using administrative health data from inpatient rehabilitation v…
Causally-interpretable meta-analysis: clearly-defined causal effects and two case studies
Kollin W. Rott, Gert Bronfort, Haitao Chu +5
Meta-analysis is commonly used to combine results from multiple clinical trials, but traditional meta-analysis methods do not refer explicitly to a population of individuals to who…