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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 -
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 -
https://www.statslab.cam.ac.uk/~qz280/tag/genetics/index.xml
https://www.statslab.cam.ac.uk/~qz280/tag/genetics/index.xml3 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 -
https://www.statslab.cam.ac.uk/~qz280/talk/index.xml
https://www.statslab.cam.ac.uk/~qz280/talk/index.xml3 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 -
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> -
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. -
| 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. -
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. -
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:. -
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 -
Talks | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/talk/3 Jun 2024: Search. Talks. 2024. Design: The Elusive Principle of Statistics. 2024-03-07 1:00 PM — 2:00 PM University of Oxford. 2024-02-13 2:00 PM — 3:00 PM University of East Anglia. 2024-02-08 2:00 PM — 3:00 PM London School of Economics and Political -
Reliable Inference for Precision Medicine | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/talk/jsm-2021/3 Jun 2024: New Frontiers and Developments in Causal Inference (invited session). -
Probability and Random Processes, 4e
https://www.statslab.cam.ac.uk/~grg/books/prp5.html3 May 2024: What's new in this pair of volumes? Reorganization and expansion of certain material. ... Addition of around 300 new exercises and problems, making a total of over 1300. -
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. -
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, -
Randomization | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/randomization/3 Jun 2024: A new term---'quasi-randomization test'---is …. What is a randomization test?. -
Resarch Group in Mathematical Statistics Department of Pure…
https://www.statslab.cam.ac.uk/~nickl/Site/ercproject.html7 Feb 2024: NEW: Conference for Vladimir Koltchinskii. NEW: Workshop in September 2024 in Cambridge. -
Using sparsity to overcome unmeasured confounding | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/talk/iscb-2020/3 Jun 2024: I will describe a new statistical framework called Robust Adjusted Profile Score (MR-RAPS) which can provide efficient and robust inference in such problems, by exploiting weak genetic instruments and limiting -
Resources for Mendelian randomization | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/post/mr-software/3 Jun 2024: help(mr.raps). GRAPPLE. Check out this new R package called GRAPPLE that accommodates multiple exposure factors and GWAS sample overlap:. -
What is a randomization test? | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/publication/single-crt/3 Jun 2024: A new term—‘quasi-randomization test’—is introduced to define significance tests based on theoretical models and distinguish these tests from the ‘randomization tests’ based on the physical act of randomization.
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