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BETS: The dangers of selection bias in early analyses ...
https://www.statslab.cam.ac.uk/~qz280/talk/osu-2020/slides.pdf22 Jul 2024: Qingyuan Zhao. Statistical Laboratory, University of Cambridge. September 24, 2020 @ Ohio State University. ... Qingyuan Zhao (Stats Lab, Cambridge) BETS on COVID-19 Sep 14, 2020 24 / 49. -
STATISTICAL MODELLING Part IIC / Michaelmas 2022Example Sheet 4 ...
https://www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/E4.pdf22 Jul 2024: Mother’s Father’s educationeducation 1 2 3 4. 1 81 3 9 112 14 8 9 63 43 7 43 184 21 6 24 87. -
Confounder Adjustment in Multiple Hypothesis Testing
https://www.statslab.cam.ac.uk/~qz280/publication/cate/slides.pdf22 Jul 2024: Estimation. Hypothesis Tests. NumericalExamples. Summary. 24/49. Statistical model for confounding. Linear model for the responses (e.g. -
Small Data, Big Time—A retrospect of the first weeks of COVID-19
https://www.statslab.cam.ac.uk/~qz280/talk/rss-2021/slides.pdf22 Jul 2024: 41 45 62Date 01-20 01-21 01-23 01-24 01-25 01-26 01-27 01-28 01-29 01-30 01-31Cases 198 258 425 495 572 618 -
What is a randomization test?
https://www.statslab.cam.ac.uk/~qz280/talk/toronto-2022/slides.pdf22 Jul 2024: 18] 0.0001 [0.08, 0.24]Crossover, ward & time 0.0000 [0.24, 0.33] 0.0000 [0.11, 0.21] 0.0001 [0.09, 0.23]. ... Linear model 0.0000 [0.24, 0.34] 0.0000 [0.11, 0.22] 0.0001 [0.08, 0.24]. -
Using sparsity to overcome unmeasured confounding:Two parametric…
https://www.statslab.cam.ac.uk/~qz280/talk/iscb-2020/slides.pdf22 Jul 2024: Qingyuan Zhao (Stats Lab) Specificity/Sparsity ISCB 2020 24 / 27. Focal point 2: Robust adjusted profile score (RAPS). ... Qingyuan Zhao (Stats Lab) Specificity/Sparsity ISCB 2020 24 / 27. New MR results. -
STATISTICAL MODELLING Part IIC, Michaelmas 2021Practical 3: Linear…
https://www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/P3.pdf22 Jul 2024: x <- c(rnorm(24), 4). > y <- 1 x rnorm(25). > -
Simultaneous Hypothesis Testing using Internal Negative Controls…
https://www.statslab.cam.ac.uk/~qz280/publication/ranc/slides.pdf22 Jul 2024: The heuristic in Hung et al. (2014) corresponds to using λ = 1 or q = π, which is quitesensible!Qingyuan Zhao (Cambridge) Negative controls March 29 @ Penn 24 / 31. -
Two high-profile examples of selection bias Qingyuan Zhao Statistical …
https://www.statslab.cam.ac.uk/~qz280/talk/uw-csss-2022/slides.pdf22 Jul 2024: Initial Date of first medical visit 23-Jan 6.5% NA. Confirmed Date confirmed 24-Jan. ... Qingyuan Zhao (Stats Lab, Cambridge) Two high-profile examples of selection bias May 11, 2022 24 / 29. -
Towards Reliable Inference for Precision Medicine
https://www.statslab.cam.ac.uk/~qz280/talk/jsm-2021/slides.pdf22 Jul 2024: 24/27. Objective 2 & 3. Selecting maximal ITRs. I Key observation: P(ri 6Γ rj is rejected |ri Rmax,Γ) α.I This motivates us to use all the “leaves” in ... S. Small, P. R. Rosenbaum, Journal of the American Statistical Association 113, 1070–1084
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