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Anqi Zhao

Assistant Professor of Business Administration
Fuqua School of Business

Current Appointments & Affiliations


Assistant Professor of Business Administration · 2023 - Present Fuqua School of Business
Assistant Professor of Statistical Science · 2024 - Present Statistical Science, Trinity College of Arts & Sciences

Recent Publications


Covariate adjustment in randomized experiments with missing outcomes and covariates

Journal Article Biometrika · December 1, 2024 Covariate adjustment can improve precision in analysing randomized experiments. With fully observed data, regression adjustment and propensity score weighting are asymptotically equivalent in improving efficiency over unadjusted analysis. When some outcome ... Full text Cite

No star is good news: A unified look at rerandomization based on p-values from covariate balance tests

Journal Article Journal of Econometrics · April 1, 2024 Randomized experiments balance all covariates on average and are considered the gold standard for estimating treatment effects. Chance imbalances are nonetheless common in realized treatment allocations. To inform readers of the comparability of treatment ... Full text Cite

A Randomization-Based Theory for Preliminary Testing of Covariate Balance in Controlled Trials

Journal Article Statistics in Biopharmaceutical Research · January 1, 2024 Randomized trials balance all covariates on average and are the gold standard for estimating treatment effects. Chance imbalances nevertheless exist more or less in realized treatment allocations and intrigue an important question: what should we do if the ... Full text Cite
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Recent Grants


Principal stratification methods and software for intercurrent events in clinical trials

ResearchCo Investigator · Awarded by University of North Carolina - Chapel Hill · 2023 - 2028

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Education, Training & Certifications


Harvard University · 2016 Ph.D.
Peking University (China) · 2010 B.S.