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Using sparsity to overcome unmeasured confounding:Two examples…
www.statslab.cam.ac.uk/~qz280/talk/mrc-bsu-2019/slides.pdf3 Jun 2024: 1 0.024 2.62 0.055 0.0663 -1.8 0.51. 2 (adjusted for known batches) 0.043 0.24. ... Qingyuan Zhao (Stats Lab) Specificity MRC-BSU Seminar 24 / 30. Focal point 1: Weak instrument asymptotics. -
SISCER Module 15 Practice 2: Matching/Weighting and Sensitivity…
www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/S2.pdf3 Jun 2024: stand.diff.before stand.diff.after## sex.Female 0.24 0.00## sex.Male -0.24 0.00## smoking.status.Current 0.13 0.00## smoking.status.Former -0.14 ... 8.4)"## "2 (0.4)" "3 (0.6)"## "47 (10.1)" "31 (6.7)"## working.last.three.months (%) "346 (74.2)" "350 (75 -
Selection bias in 2020 Qingyuan Zhao Statistical Laboratory,…
www.statslab.cam.ac.uk/~qz280/talk/ocis-2020/slides.pdf3 Jun 2024: Initial Date of first medical visit 23-Jan 6.5% NA. Confirmed Date confirmed 24-Jan. ... Qingyuan Zhao (Stats Lab, Cambridge) Selection bias in 2020 Dec. 8, 2020 24 / 35. -
BETS: The dangers of selection bias in early analyses ...
www.statslab.cam.ac.uk/~qz280/talk/osu-2020/slides.pdf3 Jun 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. -
UNIVERSITY OF CAMBRIDGE Faculty of Mathematics SCHEDULES OF LECTURE…
www.statslab.cam.ac.uk/~lab85/resources/schedules2324.pdf31 Oct 2023: 24 24 24 24 101 Vectors and Matrices Differential Equations Groups Numbers and Sets(1) Mechanics(2). ... 24 24 24 242 Analysis I Probability Vector Calculus Dynamics and Relativity(1). -
Confounder Adjustment in Multiple Hypothesis Testing
www.statslab.cam.ac.uk/~qz280/publication/cate/slides.pdf3 Jun 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
www.statslab.cam.ac.uk/~qz280/talk/rss-2021/slides.pdf3 Jun 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 -
STATISTICAL MODELLING Part IIC / Michaelmas 2022Example Sheet 4 ...
www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/E4.pdf3 Jun 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. -
What is a randomization test?
www.statslab.cam.ac.uk/~qz280/talk/toronto-2022/slides.pdf3 Jun 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…
www.statslab.cam.ac.uk/~qz280/talk/iscb-2020/slides.pdf3 Jun 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.
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