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  2. Mendelian randomization: Old and new insights | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/talk/epfl-2021/
    3 Jun 2024: Search. Mendelian randomization: Old and new insights. Abstract. Mendelian randomization (MR) is a method for causal inference that utilizes the natural experiment in genetic inheritance. ... I will talk about an ongoing work on “almost exact Mendelian
  3. www.statslab.cam.ac.uk/~qz280/tag/genetics/index.xml

    www.statslab.cam.ac.uk/~qz280/tag/genetics/index.xml
    3 Jun 2024: 2021/ Mendelian randomization: Old and new insights https://www.statslab.cam.ac.uk/qz280/talk/penn-biostat-2021/ Fri, 16 Apr 2021 18:00:00 0000 ... uk/qz280/talk/penn-biostat-2021/ Mendelian randomization: Old and new insights
  4. www.statslab.cam.ac.uk/~qz280/talk/index.xml

    www.statslab.cam.ac.uk/~qz280/talk/index.xml
    3 Jun 2024: and new insights https://www.statslab.cam.ac.uk/qz280/talk/penn-biostat-2021/ Fri, 16 Apr 2021 18:00:00 0000 ... biostat-2021/ Mendelian randomization: Old and new insights https://www.statslab.cam.ac.uk/qz280/talk/epfl-2021/ Fri, 26 Mar 2021 15:00:00
  5. Mendelian randomization: Old and new insights | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/talk/penn-biostat-2021/
    3 Jun 2024: Search. Mendelian randomization: Old and new insights. Abstract. Mendelian randomization (MR) is a method for causal inference that utilizes the natural experiment in genetic inheritance. ... I will talk about an ongoing work on “almost exact Mendelian
  6. Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/
    3 Jun 2024: I am interested in improving the general quality and appraisal of statistical research, including new methodology and a better understanding of causal inference, novel study designs, sensitivity analysis, multiple testing, and ... News. <2024-03-01 Fri>
  7. | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/featured/
    3 Jun 2024: September 2023A new approach to sensitivity analysis in linear SEMs using stochastic optimization and the $R2$-calculus.
  8. Macros for graph separations | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/post/graph-separation/
    3 Jun 2024: We invented some new notation to distinguish some different types of graph connections/separations. ... Macros for the new notation can be found in the file below:.
  9. www.statslab.cam.ac.uk/~qz280/tag/workflow/index.xml

    www.statslab.cam.ac.uk/~qz280/tag/workflow/index.xml
    3 Jun 2024: environment. One of the many outcomes is this new personal website powered by the <a href="https://sourcethemes.com/academic/" target="_blank" rel="noopener">Academic theme</a> for <a ... ac.uk/qz280/news/">news</a> to make announcements and display new
  10. PathGPS: Discover shared genetic architecture using biobank data |…

    https://www.statslab.cam.ac.uk/~qz280/publication/pathgps/
    3 Jun 2024: May 2022Abstract. The increasing availability and scale of Genome Wide Association Studies (GWAS) bring new horizons for understanding biological mechanisms. ... When applying to a metabolomics dataset and the UK Biobank, PathGPS confirms several known
  11. Posts | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/post/
    3 Jun 2024: We invented some new notation to distinguish some different types of graph connections/separations.
  12. Genetics | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/tag/genetics/
    3 Jun 2024: The idea of MR can be traced back to the dawn of modern statistics and genetics a century ago, although the terminology was not …. Mendelian randomization: Old and new insights.
  13. Causal-Inference | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/tag/causal-inference/
    3 Jun 2024: A new Bayesian full-information method for life-course Mendelian randomization. We propose a systematic way to select confounders. ... A new approach to sensitivity analysis in linear SEMs using stochastic optimization and the $R2$-calculus.
  14. IV & MR (project page) | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/project/iv-mr/
    3 Jun 2024: A new Bayesian full-information method for life-course Mendelian randomization. Zixuan Wu, Ethan Lewis, Qingyuan Zhao, Jingshu Wang. ... The new GRAPPLE framework can handle multiple exposures and overlapping exposure and …. Jingshu Wang, Qingyuan Zhao,
  15. MR Data Challenge 2019 — The role of lipoprotein subfractions in…

    www.statslab.cam.ac.uk/~qz280/talk/mr-raps-markdown/report.pdf
    3 Jun 2024: 2017. “Association Analyses Based on False Discovery Rate Implicate New Loci forCoronary Artery Disease.” Nature Genetics 49 (9): 1385.
  16. Two high-profile examples of selection bias Qingyuan Zhao Statistical …

    www.statslab.cam.ac.uk/~qz280/talk/uw-csss-2022/slides.pdf
    3 Jun 2024: Common mistake: New data Existing model = Wrong results. Qingyuan Zhao (Stats Lab, Cambridge) Two high-profile examples of selection bias May 11, 2022 3 / 29.
  17. Using sparsity to overcome unmeasured confounding:Two parametric…

    www.statslab.cam.ac.uk/~qz280/talk/iscb-2020/slides.pdf
    3 Jun 2024: Qingyuan Zhao (Stats Lab) Specificity/Sparsity ISCB 2020 24 / 27. New MR results.
  18. How infectious was COVID-19 when it first circulated in Wuhan?

    www.statslab.cam.ac.uk/~qz280/talk/corpus-masterclass-2022/slides.pdf
    3 Jun 2024: Li, et al. New England Journal of Medicine.I Published online: Jan 29, 2020I Estimated initial doubling time: 7.4 days (95% CI, 4.2 to 14);I Estimated R0: ... Two initial studies. 1 Q. Li, et al. New England Journal of Medicine.I Published online: Jan 29,
  19. Fisher, Statistics, and Randomization

    www.statslab.cam.ac.uk/~qz280/talk/fisher-2022/slides.pdf
    3 Jun 2024: Fisher had a “history” with the Soviets.14. 12 C. Reid, Neyman—from life, (Springer-Verlag, New York, 1982), pp.
  20. Causal Inference: An Introduction Qingyuan Zhao Statistical…

    www.statslab.cam.ac.uk/~qz280/talk/ssrmp-2020/slides.pdf
    3 Jun 2024: Bad news: What’s in this lecture may not reflect the current practice ofcausal inference in social sciences. ... Further readingsBook-long treatments (from less mathematical to most mathematical):. Mackenzie and Pearl (2018) The Book of Why: The New
  21. Multiple conditional randomization tests

    www.statslab.cam.ac.uk/~qz280/talk/mcp-2022/slides.pdf
    3 Jun 2024: How should we resolve this? Our proposal. Use a new term—quasi-randomization tests. ... 2 To provide a unifying framework that incorporates many old and new ideas about multipleconditional randomization tests.

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