Featured Publications

Multiple conditional randomization tests

We propose a general framework for (multiple) conditional randomization tests that incorporate several important ideas in the recent …
Yao Zhang, Qingyuan Zhao
April 2021
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Small Data, Big Time—A retrospect of the first weeks of COVID-19

To be read before The Royal Statistical Society at the Society’s 2021 annual conference held in Manchester on Wednesday, September 8th, 2021, the President, Professor Sylvia Richardson, in the Chair.
April 2021 Journal of the Royal Statistical Society (Series A, Statistics in Society)
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BETS: The dangers of selection bias in early analyses of the coronavirus disease (COVID-19) pandemic

We developed a generative model for key epidemiological events in COVID-19 patients and derived explicit formulae to correct for …
Qingyuan Zhao, Phyllis Ju, Sergio Bacallado, Rajen Shah
April 2020 Annals of Applied Statistics (2021)
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BETS: The dangers of selection bias in early analyses of the coronavirus disease (COVID-19) pandemic

Recent publications

F Richard Guo, Anton Rask Lundborg, Qingyuan Zhao (2022). Confounder selection: Objectives and approaches.

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Matt Tudball, George Davey Smith, Qingyuan Zhao (2022). Almost exact Mendelian randomization.

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Zijun Gao, Trevor Hastie, Qingyuan Zhao (2022). PathGPS: Discover shared genetic architecture using biobank data.

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Yao Zhang, Qingyuan Zhao (2022). What is a randomization test?.

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Eleanor Sanderson, M. Maria Glymour, Michael V. Holmes, Hyunseung Kang, Jean Morrison, Marcus R. Munafò, Tom Palmer, C. Mary Schooling, Chris Wallace, Qingyuan Zhao, George Davey Smith (2022). Mendelian randomization. Nature Reviews Methods Primers.

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Jun Shao, Ting Ye, Qingyuan Zhao (2021). Comment on FDA draft guidance for industry FDA-2019-D-0934: Adjusting for covariates in randomized clinical trials for drugs and biological products.

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Yao Zhang, Qingyuan Zhao (2021). Multiple conditional randomization tests.

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Qingyuan Zhao (2021). Small Data, Big Time—A retrospect of the first weeks of COVID-19. Journal of the Royal Statistical Society (Series A, Statistics in Society).

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Etaash Katiyar, Qingyuan Zhao (2021). On testing mean proportionality of multivariate normal variables.

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Alec Christie, ..., Qingyuan Zhao, William Sutherland (2020). Quantifying and addressing the prevalence and bias of study designs in the environmental and social sciences. Nature Communications.

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