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www.statslab.cam.ac.uk/~qz280/tag/machine-learning/index.xml
www.statslab.cam.ac.uk/~qz280/tag/machine-learning/index.xml3 Jun 2024: Machine Learning | Qingyuan Zhao https://www.statslab.cam.ac.uk/qz280/tag/machine-learning/ Machine Learning Source Themes Academic (https://sourcethemes.com/academic/) en-us 2024 Tue, 20 Nov 2018 ... https://www.statslab.cam.ac.uk/qz280/publication/acic- -
BETS: The dangers of selection bias in early analyses ...
www.statslab.cam.ac.uk/~qz280/talk/osu-2020/slides.pdf14 May 2024: Singapore10. 100. 1,000. 10,000. 0 20 40Days since 10 deaths. Tota. ... Qingyuan Zhao (Stats Lab, Cambridge) BETS on COVID-19 Sep 14, 2020 20 / 49. -
Confounder Adjustment in Multiple Hypothesis Testing
www.statslab.cam.ac.uk/~qz280/publication/cate/slides.pdf14 May 2024: Statistician: “Here a short list of candidate genes with falsediscovery rate (FDR) 20%.”Biologist: “Good, let me validate these discoveries.”. ... Estimation. Hypothesis Tests. NumericalExamples. Summary. 20/49. Idea 2: Sparsity. Same regression -
Sensitivity analysis via stochastic programming
www.statslab.cam.ac.uk/~qz280/talk/icsds-2023/slides.pdf14 May 2024: December 20, 2022 @ ICSDS. Sensitivity analysis. Sensitivity analysis is widely used in any area that uses mathematical models. -
Hide and search games with multiple objects
www.statslab.cam.ac.uk/~rrw1/talks/searchgames3.html6 Nov 2012: He needs (s=8) kg to survive the winter. Nuts can be hidden in (n=20) places, of which a random (m=10) will be vandalized (or forgotten). -
Simultaneous Hypothesis Testing using Internal Negative Controls…
www.statslab.cam.ac.uk/~qz280/publication/ranc/slides.pdf14 May 2024: M(t) =V (t). (1 Vnc(t))/(1 m). From there, the condition about uniformly stochastic dominance naturally arises.Qingyuan Zhao (Cambridge) Negative controls March 29 @ Penn 20 / 31. ... J. S. Song et al., Genome biology 8, 1–13 (2007).20. J. -
42 Paper 1, Section I 7H StatisticsDescribe the generalised ...
www.statslab.cam.ac.uk/~lab85/resources/Stats2012.pdf28 Apr 2023: Given θ0 6= 20. we wish to test H0 : θ = θ0 against H1 : θ = 20. ... Show that. E[L1(X) | θ = 20] = E[. 1{θ0C1(X)}dθ0. θ = 20]=. -
Multiple conditional randomization tests
www.statslab.cam.ac.uk/~qz280/talk/ims-2022/slides.pdf14 May 2024: Qingyuan Zhao (University of Cambridge) Multiple conditional randomization tests June 27, 2022 @ IMS Annual Meeting 20 / 26. ... Ji, G. Fink, P. J. Robyn, D. S. Small, et al., The Annals of Applied Statistics 11, 1–20 (2017).9. -
40 Paper 1, Section I 7E StatisticsSuppose X1, . ...
www.statslab.cam.ac.uk/~lab85/resources/Stats2010.pdf28 Apr 2023: Optimization. 1/I/8. 2/I/9. 3/II/21. 4/II/20. Quantum Mechanics. 3/I/8. 4/I/6. 1/II/15. 2/II/17. ... 3/II/16. Statistics. 1/I/7. 2/I/8. 1/II/19. 3/II/20. 4/II/19. Variational Principles. 1/I/4. 3/I/6. -
STATISTICAL MODELLING Part IIC, Michaelmas 2019Practical 2: More on…
www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/P2S.pdf14 May 2024: 05. 1015. 20. theoretical_quantiles. f_st. at. ## [1] 0.9437. We see that this time the null distribution seems to be much closer to tnp.
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