8 citations · 17 across the 5 of their papers we have counts for
5 papers
Optimal Dynamic Treatment Regime Estimation in the Presence of Nonadherence
Dylan Spicker, Michael P. Wallace, Grace Y. Yi
Dynamic treatment regimes (DTRs) are sequences of functions that formalize the process of precision medicine. DTRs take as input patient information and output treatment recommenda…
Challenges for Predictive Modeling with Neural Network Techniques using Error-Prone Dietary Intake Data
Dylan Spicker, Amir Nazemi, Joy Hutchinson +4
Dietary intake data are routinely drawn upon to explore diet-health relationships. However, these data are often subject to measurement error, distorting the true relationships. Be…
Nonparametric Simulation Extrapolation for Measurement Error Models
Dylan Spicker, Michael Wallace, Grace Yi
The presence of measurement error is a widespread issue which, when ignored, can render the results of an analysis unreliable. Numerous corrections for the effects of measurement e…
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…
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…