1 citations · 1 across the 3 of their papers we have counts for
3 papers
Optimizing Efficiency and Convergence in MMRM: Practical Considerations for Longitudinal Data Analysis
Dylan Clarke, Jeremiah Jones, Yongming Qu
Mixed models for repeated measures (MMRM) are a popular method for analyzing longitudinal data in clinical trials. However, practical challenges, such as small sample sizes, large…
Valid post-selection inference in Robust Q-learning
Jeremiah Jones, Ashkan Ertefaie, James R. McKay +2
Q-learning facilitates the development of an optimal adaptive treatment strategy through stagewise regression on a pre-specified set of tailoring variables and confounders. Semipar…
Causal Mediation Analysis: Selection with Asymptotically Valid Inference
Jeremiah Jones, Ashkan Ertefaie, Robert L. Strawderman
Researchers are often interested in learning not only the effect of treatments on outcomes, but also the pathways through which these effects operate. A mediator is a variable that…