338 citations
- University of OttawaCA7 papers
- Ottawa Hospital Research InstituteCA5 papers
- Charité - Universitätsmedizin BerlinDE2 papers
- Children's Hospital of Eastern OntarioCA2 papers
- McMaster UniversityCA2 papers
- Université de MontréalCA2 papers
- University of WashingtonUS2 papers
- University of Wisconsin HealthUS2 papers
- University of Wisconsin–MadisonUS2 papers
- Yale UniversityUS2 papers
- Alberta Machine Intelligence InstituteCA1 paper
- BruyèreCA1 paper
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stat.ME2025
A tutorial on conducting sample size and power calculations for detecting treatment effect heterogeneity in cluster randomized trials with linear mixed models
Mary Ryan Baumann, Monica Taljaard, Patrick J. Heagerty +4
Cluster-randomized trials (CRTs) are a well-established class of designs for evaluating community-based interventions. An essential task in planning these trials is determining the…
stat.ME2023
Power calculation for cross-sectional stepped wedge cluster randomized trials with a time-to-event endpoint
Mary Ryan Baumann, Denise Esserman, Monica Taljaard +1
Stepped wedge cluster randomized trials (SW-CRTs) are a form of randomized trial whereby clusters are progressively transitioned from control to intervention, with the timing of tr…
stat.ME2021★ 338 cited
Deep ROC Analysis and AUC as Balanced Average Accuracy to Improve Model Selection, Understanding and Interpretation
André M. Carrington, Douglas G. Manuel, Paul W. Fieguth +9
Optimal performance is critical for decision-making tasks from medicine to autonomous driving, however common performance measures may be too general or too specific. For binary cl…