Featured Publications

Sensitivity Analysis with the $R^2$-calculus

A new approach to sensitivity analysis in linear SEMs using stochastic optimization and the $R^2$-calculus
Tobias Freidling, Qingyuan Zhao
January 2023
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Sensitivity Analysis with the $R^2$-calculus

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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Recent publications

Zijun Gao, Qingyuan Zhao (2023). Simultaneous Hypothesis Testing Using Internal Negative Controls with An Application to Proteomics.

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Tobias Freidling, Qingyuan Zhao (2023). Sensitivity Analysis with the $R^2$-calculus.

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Yao Zhang, Qingyuan Zhao (2022). Bounds and semiparametric inference in $L^.Inf$- and $L^2$-sensitivity analysis for observational studies.

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Katarzyna Reluga, Ting Ye, Qingyuan Zhao (2022). A unified analysis of regression adjustment in randomized experiments.

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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?. Journal of the American Statistical Association.

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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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