Matthew Q. Miller

Partial Identification of the Average Treatment Effect Using Instrumental Variables: Review of Methods for Binary Instruments, Treatments, and Outcomes

Sonja A. Swanson, Miguel A. Hernán, Matthew Q. Miller et al. · Journal of the American Statistical Association · 2018 · 98 citations · Full text

Field Experiment, Treatment Effect, Quasi-experiment +20

Selecting on Treatment: A Pervasive Form of Bias in Instrumental Variable Analyses

Sonja A. Swanson, James M. Robins, Matthew Q. Miller et al. · American Journal of Epidemiology · 2015 · 71 citations · Full text

Patient Selection, Treatment Effect, Quasi-experiment +16

The Auto-eFACE: Machine Learning–Enhanced Program Yields Automated Facial Palsy Assessment Tool

Matthew Q. Miller, Tessa A. Hadlock, Emily Fortier et al. · Plastic & Reconstructive Surgery · 2020 · 68 citations

Definition and Evaluation of the Monotonicity Condition for Preference-based Instruments

Sonja A. Swanson, Matthew Q. Miller, James M. Robins et al. · Epidemiology · 2015 · 46 citations · Full text

Association of Mohs Reconstructive Surgery Timing With Postoperative Complications

Matthew Q. Miller, Abel P. David, James E. McLean et al. · JAMA Facial Plastic Surgery · 2017 · 40 citations · Full text