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DOMINIC WELSH (1938–2023) GEOFFREY R. GRIMMETT If the principal ...
www.statslab.cam.ac.uk/~grg/papers/welsh1.pdf1 May 2024: On 17 August 2007 they had their first experience of owner-occupancyon moving into their new home in Charlbury Road. ... 13 (1985), 1279–1285. [31] N. Madras and G. Slade, The Self-Avoiding Walk, Birkhäuser/Springer, New York,2013. -
How infectious was COVID-19 when it first circulated in Wuhan?
www.statslab.cam.ac.uk/~qz280/talk/corpus-masterclass-2022/slides.pdf3 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, -
Fisher, Statistics, and Randomization
www.statslab.cam.ac.uk/~qz280/talk/fisher-2022/slides.pdf3 Jun 2024: Fisher had a “history” with the Soviets.14. 12 C. Reid, Neyman—from life, (Springer-Verlag, New York, 1982), pp. -
Causal Inference: An Introduction Qingyuan Zhao Statistical…
www.statslab.cam.ac.uk/~qz280/talk/ssrmp-2020/slides.pdf3 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 -
Multiple conditional randomization tests
www.statslab.cam.ac.uk/~qz280/talk/mcp-2022/slides.pdf3 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. -
Mendelian Randomization: Old and New Insights Qingyuan Zhao…
www.statslab.cam.ac.uk/~qz280/talk/penn-biostat-2021/slides.pdf3 Jun 2024: Mendelian Randomization: Old and New Insights. Qingyuan Zhao. Statistical Laboratory, University of Cambridge. ... I New life of an old idea:. MR = Base causal inference on randomness in Mendelian inheritance. -
CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS QINGYUAN ZHAO AND TREVOR…
www.statslab.cam.ac.uk/~qz280/publication/pdp/paper.pdf3 Jun 2024: Example 6 (Online news popularity dataset4). Fernandes et al. (2015) gathered 39, 797. ... news article published by Mashable and used 58 predictor variables to predict the. -
CAUSAL INFERENCE - Example Sheet 2 Solutions J. Hera ...
www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/S2.pdf3 Jun 2024: 7 6, and orient the graph accordingly, see Figure 4. (3) Last, we orient edges to avoid cycles or the introduction of new immoralities. -
Observational Studies () Submitted ; Published Selective Inference…
www.statslab.cam.ac.uk/~qz280/publication/effect-modification-acic/paper.pdf3 Jun 2024: of new statistical learning methods that are muchmore powerful at discovering effect modification. ... Small (2018) discussed connections of thisalternative approach to observational studies. The application in effect modification also suggests new -
Causal Inference
www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/slides.pdf3 Jun 2024: Do new web designs increase a company’s revenue? Qingyuan Zhao (University of Cambridge) Causal Inference MT2023 9 / 79. ... Review: the squiggly line notationThis new notation is introduced this year to visualize graphical arguments. -
Machine Learning meets Biostatistics IIA crash course on Causal ...
www.statslab.cam.ac.uk/~qz280/talk/ccaim-summer-school-2022/slides.pdf3 Jun 2024: Example. Suppose a physician is allowed to administer a promising new drug to 5 out of 10 patients. -
www.statslab.cam.ac.uk/~qz280/tag/workflow/index.xml
www.statslab.cam.ac.uk/~qz280/tag/workflow/index.xml3 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 -
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. -
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 -
BETS: The dangers of selection bias in early analyses ...
www.statslab.cam.ac.uk/~qz280/talk/ghent-2021/slides.pdf3 Jun 2024: The beginning of this project. On December 30, 2019, I saw rumours amout a new SARS-like virus on theinternet. -
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:. -
Randomization Inference | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/randomization-inference/3 Jun 2024: A new term---'quasi-randomization test'---is …. We propose a general framework for (multiple) conditional randomization tests that incorporate several important ideas in the recent literature. ... This paper proposes a new method called 'cross-screening -
A constructive approach to selective risk control | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/publication/selective-risk/3 Jun 2024: We further extend this approach to problems with multiple selective risks and demonstrate how new methods can be developed. -
Statistical inference in two-sample summary-data Mendelian…
https://www.statslab.cam.ac.uk/~qz280/publication/mr-raps/3 Jun 2024: We find that horizontal pleiotropy is pervasive in MR studies. We propose a new method—robust adjusted profile score—that can consistently estimate the causal effect under pervasive balanced pleiotropy and -
PathGPS 1 PathGPS: Discover shared genetic architecture using GWAS ...
www.statslab.cam.ac.uk/~qz280/publication/pathgps/paper.pdf3 Jun 2024: email: hastie@stanford.edu. Summary: The increasing availability and scale of biobanks and “omic” datasets bring new horizons for un-. ... multiple new hypotheses for future investigations. Key words: GWAS; Pathway analysis; Structural equation model;
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