1 citations · 1 across the 2 of their papers we have counts for
3 papers
stat.ME2022★ 1 cited
Doubly-Robust Dynamic Treatment Regimen Estimation for Binary Outcomes
Cong Jiang, Michael Wallace, Mary Thompson
In precision medicine, Dynamic Treatment Regimes (DTRs) are treatment protocols that adapt over time in response to a patient's observed characteristics. A DTR is a set of decision…
stat.ME2021
Generalizations to Corrections for the Effects of Measurement Error in Approximately Consistent Methodologies
Dylan Spicker, Michael P Wallace, Grace Y Yi
Measurement error is a pervasive issue which renders the results of an analysis unreliable. The measurement error literature contains numerous correction techniques, which can be b…
stat.ME2019
Measurement error and precision medicine: error-prone tailoring covariates in dynamic treatment regimes
Dylan Spicker, Michael Wallace
Precision medicine incorporates patient-level covariates to tailor treatment decisions, seeking to improve outcomes. In longitudinal studies with time-varying covariates and sequen…