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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. -
PUBLICATIONS OF DOMINIC WELSH 1962 [1] J. M. Hammersley ...
www.statslab.cam.ac.uk/~grg/papers/welsh-bib.pdf6 Jun 2024: 24] J. A. Bondy and D. J. A. Welsh. Some results on transversal matroids and constructions for identi-cally self-dual matroids. ... In 35th Annual Symposium on Foundations of Computer Science(Santa Fe, NM, 1994), pages 24–35. -
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 -
Comment on “Causal inference using invariant prediction” Qingyuan…
www.statslab.cam.ac.uk/~qz280/publication/invariant-prediction-comment/comment.pdf3 Jun 2024: This hybrid perspective becomes clear whencomparing the assumptions in Equation (4) to (24), (28) or (31). -
MATHEMATICS OF MACHINE LEARNING Part IIExample Sheet 3 (of ...
www.statslab.cam.ac.uk/~rds37/teaching/machine_learning/Qu3.pdf17 Jan 2024: g̃s = eUsf. βUs. β(s). Show that under the setup of Theorem 24 on the convergence of gradient descent (so inparticular we assume supβC ‖f(β)‖2 L, the output β̄ -
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. -
Curriculum Vitae
www.statslab.cam.ac.uk/~qz280/files/cv.pdf20 Mar 2024: 338–350, 2021. doi: 10.1002/gepi.22376. 24. H. Kang, Y. Jiang, Q. Zhao, and D. ... 7, pp. 1–24, 2021. 25. M. T. Patrick, P. E. Stuart, H. -
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. -
Selective Inference for Effect Modification
www.statslab.cam.ac.uk/~qz280/publication/effect-modification/slides.pdf3 Jun 2024: Department of Statistics, University of Pennsylvania. May 24, ACIC 2017. Manuscript and slides are available athttp://www-stat.wharton.upenn.edu/qyzhao/. ... Selectiveinference foreffectmodification. Numericalexamples. Future work. References. 24/28. -
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]. -
STATISTICAL MODELLING Part IIC, Michaelmas 2021Practical 3: Linear…
www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/P3.pdf3 Jun 2024: x <- c(rnorm(24), 4). > y <- 1 x rnorm(25). >
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