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  2. What is a randomization test?

    www.statslab.cam.ac.uk/~qz280/talk/toronto-2022/slides.pdf
    3 Jun 2024: Qingyuan Zhao (University of Cambridge) What is a randomization test? March 23, 2023 @ University of Toronto 20 / 33. ... P. R. Rosenbaum, Observational studies, (Springer, 2002).19. P. R. Rosenbaum, Statistical Science 32, 514–530 (2017).20.
  3. Using Mendelian randomization to discover biological mechanisms

    www.statslab.cam.ac.uk/~qz280/talk/jsm-2023/slides.pdf
    3 Jun 2024: Results of MR-PATH. Example: BMI-T2D (individual βi). 20. 15. 10. 5.
  4. www.statslab.cam.ac.uk/~qz280/tag/causal-graphs/index.xml

    www.statslab.cam.ac.uk/~qz280/tag/causal-graphs/index.xml
    3 Jun 2024: statslab.cam.ac.uk/qz280/post/graph-separation">post</a>.</p> Almost exact Mendelian randomization https://www.statslab.cam.ac.uk/qz280/talk/eurocim-2023/ Thu, 20 Apr 2023
  5. Fisher, Statistics, and Randomization

    www.statslab.cam.ac.uk/~qz280/talk/fisher-2022/slides.pdf
    3 Jun 2024: This greatly improves the efficiency of the analysis of variance. Qingyuan Zhao (University of Cambridge) Fisher, Statistics, and Randomization April 22, 2022 20 / 37. ... About 20 years ago, when asked in a meeting what can be done in observational
  6. Leverage Mendelian Randomization to Learn MeaningfulRepresentations…

    www.statslab.cam.ac.uk/~qz280/talk/lmrl-2021/slides.pdf
    3 Jun 2024: BMI-T2D example: Posterior intervals. 20. 15. 10. 5. 0. rs79. 0314.
  7. Lecture Notes on Statistical Modelling Qingyuan Zhao December 2, ...

    www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/notes.pdf
    3 Jun 2024: 0. 5. 10. 15. 20. 4 2 0 2 4. y. ... 20. As a final remark on model diagnostics, the above quantities and plots should beregarded as visual “falsification tests” of the various assumptions made by the normallinear model.
  8. CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS QINGYUAN ZHAO AND TREVOR…

    www.statslab.cam.ac.uk/~qz280/publication/pdp/paper.pdf
    3 Jun 2024: 1015. 2025. 3035. 40. Scatter plot. acceleration. mpg. 5 10 15 20 25. ... about. arXiv preprint arXiv:1903.10075, 2019. 20 CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS.
  9. Mathematics of Machine LearningRajen D. Shah…

    www.statslab.cam.ac.uk/~rds37/teaching/machine_learning/notes.pdf
    12 Mar 2024: 20. where ε1:n are i.i.d. Rademacher random variables. Then R̂(F(z1:n)) = E maxj Wj.
  10. Using sparsity to overcome unmeasured confounding:Two parametric…

    www.statslab.cam.ac.uk/~qz280/talk/iscb-2020/slides.pdf
    3 Jun 2024: In both problems, specificity/sparsity of α is needed for identification. Qingyuan Zhao (Stats Lab) Specificity/Sparsity ISCB 2020 20 / 27.
  11. 1 May 2024: In [20],Hammersley and Welsh sought upper bounds for σn, and were able to provethat there exists γ such that σn κnγ. ... Press, Oxford, 2014.[20] J. M. Hammersley and D. J. A. Welsh, Further results on the rate of convergence to.
  12. Lecture Notes on Causal Inference(with corrections) Qingyuan Zhao May …

    www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/notes-2021.pdf
    3 Jun 2024: Pakistani. Asian (Other). Other/Unknown. Average. 0% 5% 10% 15% 20% 25% 30% 35%. ... 2.20). The first term on the right hand side converges in probability to E[ψ(θ)/θ].
  13. Multiple conditional randomization tests

    www.statslab.cam.ac.uk/~qz280/talk/mcp-2022/slides.pdf
    3 Jun 2024: Qingyuan Zhao (University of Cambridge) Multiple conditional randomization tests August 31, 2022 @ MCP Conference 20 / 26. ... X. Ji, G. Fink, P. J. Robyn, D. S. Small, et al., The Annals of Applied Statistics 11, 1–20 (2017).9.
  14. Causal Inference: An Introduction Qingyuan Zhao Statistical…

    www.statslab.cam.ac.uk/~qz280/talk/ssrmp-2020/slides.pdf
    3 Jun 2024: Qingyuan Zhao (Stats Lab) Causal Inference: An Introduction SSRMP 20 / 57.
  15. Bayesian Non-linear Statistical Inverse Problems

    www.statslab.cam.ac.uk/~nickl/Site/__files/FINALBOOKPDF.pdf
    16 Jan 2024: 201.4.2 Remarks and comments. 20. 2 Global stability and posterior consistency. ... 4kG./ G.#/k2. L2.X;V/. ; (1.20). where. CU D1 eU. 2=2. 2U2:.
  16. Mendelian Randomization: Old and New Insights Qingyuan Zhao…

    www.statslab.cam.ac.uk/~qz280/talk/epfl-2021/slides.pdf
    3 Jun 2024: 0.24. 0.28. 0.32. 0.36. 2 5 10 20 50 100 200. ... rs11191593. 0.35. 0.37. 0.39. 0.41. 2 5 10 20 50 100 200.
  17. Statistical modellingLecturer: Alberto J. Coca…

    www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/notes_3Dec19.pdf
    3 Jun 2024: Generalised linear models (GLMs) are an instance of this. 20. Generalised linear models (preliminaries).
  18. www.statslab.cam.ac.uk/~qz280/tag/selective-inference/index.xml

    www.statslab.cam.ac.uk/~qz280/tag/selective-inference/index.xml
    3 Jun 2024: Selective Inference | Qingyuan Zhao https://www.statslab.cam.ac.uk/qz280/tag/selective-inference/ Selective Inference Source Themes Academic (https://sourcethemes.com/academic/) en-us 2024 Tue, 14 May 2024 ... inference/ Selective Randomization Inference
  19. Causal Inference

    www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/slides.pdf
    3 Jun 2024: Qingyuan Zhao (University of Cambridge) Causal Inference MT2023 20 / 79. ... See Sec. 20.2 of van der Vaart,Asymptotic Statistics, CUP. Qingyuan Zhao (University of Cambridge) Causal Inference MT2023 68 / 79.
  20. Probability J.R. Norris January 22, 2024 1 Contents 1 ...

    www.statslab.cam.ac.uk/~james/Lectures/p.pdf
    22 Jan 2024: 20. 2. 8 Conditional probability 218.1 Definition. 218.2 Law of total probability. ... 5519.2 Box–Muller transform. 5519.3 Rejection sampling. 56. 20 Moment generating functions 5720.1 Definition.
  21. www.statslab.cam.ac.uk/~qz280/tag/study-design/index.xml

    www.statslab.cam.ac.uk/~qz280/tag/study-design/index.xml
    3 Jun 2024: https://www.statslab.cam.ac.uk/qz280/publication/acic-competition-comment/ Tue, 20 Nov 2018 00:00:00 0000 https://www.statslab.cam.ac.uk/qz280/publication/acic-competition-comment/.

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