selected publications
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Journal Article
- Association of cardiovascular outcomes and mortality with sustained long-acting insulin only vs long-acting plus short-acting insulin treatment. JAMA network open. 2021
- Comparison of mortality and major cardiovascular events among adults with type 2 diabetes using human vs analogue insulins. JAMA network open. 2020
- Accuracy of hemoglobin A1c imputation using fasting plasma glucose in diabetes research using electronic health records data 2014
- Impact of specific glucose-control strategies on microvascular and macrovascular outcomes in 58,000 adults with type 2 diabetes. Diabetes care. 2013
- Super learning to hedge against incorrect inference from arbitrary parametric assumptions in marginal structural modeling. Journal of Clinical Epidemiology. 2013
- Dynamic marginal structural modeling to evaluate the comparative effectiveness of more or less aggressive treatment intensification strategies in adults with type 2 diabetes. Pharmacoepidemiology and Drug Safety. 2012
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Chapter
- Comparative effectiveness of adaptive treatment strategies. Targeted learning in data science: causal inference for complex longitudinal studies (Springer series in statistics). 2018
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Conference Poster
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Abstract