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Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/3 Jun 2024: Search. Qingyuan Zhao. University Associate Professor in Statistics. About. I am a University Associate Professor of Statistics in the Statistical Laboratory, Department of Pure Mathematics and Mathematical Statistics (DPMMS) at University of -
Useful links | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/links/3 Jun 2024: Search. Useful links. Maths & Stats. Tripos papers sorted by course. Research in the CMS for undergraduate students. You and Your Research by Richard Hamming. Computing. R Packages: Organize, Test, Document, and Share Your Code by Hadley Wickham. A -
Authors | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/authors/3 Jun 2024: Search. Authors. 2024. Powered by the Academic theme forCite. -
Students | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/students/3 Jun 2024: Search. Students. Postdocs. Katarzyna Reluga: 2020–2021. Zijun Gao: 2022-2023. Ph.D. students. Matt Tudball (co-supervision): 2018–2023. Tobias Freidling: 2020–. Joakim Blach Andersen: 2021–. Max Zhu: 2022–. Undergraduate students. Etaash -
Posts | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/post/3 Jun 2024: Search. Posts. Macros for graph separations. In a recent paper by Richard Guo and me, we proposed a systematic way to select confounders by eliciting expert opinion. We invented some new notation to distinguish some different types of graph -
Design | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/design/3 Jun 2024: Search. Design. We provide a unified review of various confounder selection criteria in the literature and the assumptions behind them. 2024. Powered by the Academic theme forCite. -
Causal interpretations of black-box models | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/publication/pdp/3 Jun 2024: Search. Causal interpretations of black-box models. Qingyuan Zhao, Trevor Hastie. August 2016Abstract. We link Friedman’s partial dependence plot with Pearl’s backdoor adjustment formula. We discuss situations when possible causal -
Mechanism | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/mechanism/3 Jun 2024: Search. Mechanism. Using Mendelian randomization to discover biological mechanisms. 2024. Powered by the Academic theme forCite. -
Multiple conditional randomization tests | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/talk/berkeley-2021/3 Jun 2024: Search. Multiple conditional randomization tests. Date. 2021-09-29 9:30 PM — 10:30 PM. Event. UC Berkeley Causal Inference Group. Location. UC Berkeley Causal Inference Group. 2024. Powered by the Academic theme forCite. -
Matt Tudball | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/matt-tudball/3 Jun 2024: Search. Matt Tudball. Latest. 2024. Powered by the Academic theme forCite. -
Daniel Rader | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/daniel-rader/3 Jun 2024: Search. Daniel Rader. Latest. A Mendelian randomization study of the role of lipoprotein subfractions in coronary artery disease. 2024. Powered by the Academic theme forCite. -
Discovering mechanistic heterogeneity using Mendelian randomization | …
https://www.statslab.cam.ac.uk/~qz280/talk/pcic-2020/3 Jun 2024: Search. Discovering mechanistic heterogeneity using Mendelian randomization. Abstract. Mendelian Randomization (MR) is a popular method in epidemiology and genetics that uses genetic variation as instrumental variables for causal inference. Existing -
Hera Y He | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/hera-y-he/3 Jun 2024: Search. Hera Y He. Latest. 2024. Powered by the Academic theme forCite. -
Jean Morrison | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/jean-morrison/3 Jun 2024: Search. Jean Morrison. Latest. Mendelian randomization. 2024. Powered by the Academic theme forCite. -
Jack Bowden | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/jack-bowden/3 Jun 2024: Search. Jack Bowden. Latest. 2024. Powered by the Academic theme forCite. -
Debbie Lawlor | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/debbie-lawlor/3 Jun 2024: Search. Debbie Lawlor. Latest. Improving the accuracy of two-sample summary data Mendelian randomization: moving beyond the NOME assumption. 2024. Powered by the Academic theme forCite. -
John Thompson | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/john-thompson/3 Jun 2024: Search. John Thompson. Latest. Improving the accuracy of two-sample summary data Mendelian randomization: moving beyond the NOME assumption. 2024. Powered by the Academic theme forCite. -
Nuala Sheehan | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/nuala-sheehan/3 Jun 2024: Search. Nuala Sheehan. Latest. Improving the accuracy of two-sample summary data Mendelian randomization: moving beyond the NOME assumption. 2024. Powered by the Academic theme forCite. -
Art B Owen | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/art-b-owen/3 Jun 2024: Search. Art B Owen. Latest. Permutation $p$-value approximation via generalized Stolarsky invariance. 2024. Powered by the Academic theme forCite. -
Using sparsity to overcome unmeasured confounding | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/talk/iscb-2020/3 Jun 2024: Search. Using sparsity to overcome unmeasured confounding. Abstract. Sparsity is often used to improve the interpretability of a statistical analysis and/or reduce the variance of a statistical estimator. This talk will explore another aspect—the
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