Michael Wallace

Michael Wallace is an Associate Professor in the Department of Statistics and Actuarial Science at the University of Waterloo, part of the Faculty of Mathematics. He is affiliated with research groups including Professors, Faculty, Statistics, and Biostatistics. His work focuses on statistical methodologies applied to healthcare and public health, with emphasis on dynamic treatment regimes, measurement error correction, and clinical trial design. He leads projects on personalized medicine, such as optimizing occlusion therapy for amblyopia and developing methods to address dietary intake inaccuracies in epidemiological studies. Recent research includes advancing photon absorption remote sensing for histopathology and investigating food security trends during global crises.

His research interests span biostatistical methods, medical diagnostics, and public health policy. Notable contributions include developing the R package DTRreg for dynamic treatment regime estimation and advancing techniques like doubly-robust weighted ordinary least squares. He collaborates on clinical trials such as the Zoster Eye Disease Study and the ULISSE trial for uveitis diagnosis.

His articles highlight methodological innovations in handling interference effects, nonadherence in treatment regimens, and interdisciplinary applications in ophthalmology and nutrition. Despite no listed awards, his work is widely cited in biostatistics and public health literature. He advises on statistical methodologies for medical imaging and dietary pattern analyses, contributing to both theoretical advancements and practical healthcare solutions.