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70 Years of Percolation | Statistical Laboratory
https://www.statslab.cam.ac.uk/70-years-percolation23 Jul 2024: 24-28 July 2023. Percolation, introduced by Broadbent, Hammersley, and Morton 70 years ago, is a subject at the very centre of modern probability theory. ... The conference with start on Monday (24 July) at 9am and finish on Friday (28 July) after lunch. -
https://www.statslab.cam.ac.uk/~qz280/tag/corpus/index.xml
https://www.statslab.cam.ac.uk/~qz280/tag/corpus/index.xml22 Jul 2024: Corpus | Qingyuan Zhao https://www.statslab.cam.ac.uk/qz280/tag/corpus/ Corpus Source Themes Academic (https://sourcethemes.com/academic/) en-us 2024 Thu, 24 Mar 2022 14:00:00 0000 ... https://www.statslab.cam.ac.uk/qz280/talk/corpus-masterclass-2022/ Thu -
https://www.statslab.cam.ac.uk/~qz280/talk/index.xml
https://www.statslab.cam.ac.uk/~qz280/talk/index.xml22 Jul 2024: https://www.statslab.cam.ac.uk/qz280/talk/corpus-masterclass-2022/ Thu, 24 Mar 2022 14:00:00 0000 https://www.statslab.cam.ac.uk/qz280/talk/corpus-masterclass-2022/ What ... Wed, 24 Mar 2021 16:00:00 0000 https://www.statslab.cam.ac.uk/qz280/talk/ido-2021 -
BETS: The dangers of selection bias in early analyses of the…
https://www.statslab.cam.ac.uk/~qz280/talk/osu-2020/22 Jul 2024: Date. 2020-09-24. Event. OSU Statistics Seminar. Location. Department of Statistics, Ohio State University. -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=6623 Jul 2024: K O'Rourke, DG Altman. – Stat Med. (2005). 24,. 2733. (doi: 10.1002/sim.2115). ... 24,. 2743. (doi: 10.1002/sim.2114). Issues in data monitoring and interim analysis of trials. -
https://www.statslab.cam.ac.uk/~qz280/author/yanyao-yi/index.xml
https://www.statslab.cam.ac.uk/~qz280/author/yanyao-yi/index.xml22 Jul 2024: Yanyao Yi | Qingyuan Zhao https://www.statslab.cam.ac.uk/qz280/author/yanyao-yi/ Yanyao Yi Source Themes Academic (https://sourcethemes.com/academic/) en-us 2024 Thu, 24 Sep 2020 ... yi/ Toward Better Practice of Covariate Adjustment in Analyzing -
Abstract
https://www.statslab.cam.ac.uk/~rrw1/abstracts/c92a.html20 Sep 2011: Prob., 24, 667-681, 1992. Abstract. Items of various types arrive at a bin packing facility according to random processes and are to be combined with other readily available items of -
PPT Slide
https://www.statslab.cam.ac.uk/~frank/TALKS/eurandom2002/sld024.htm4 Nov 2002: Slide 24 of 36. -
Probability, Statistics and Optimization
https://www.statslab.cam.ac.uk/~frank/BOOKS/pso.html16 Sep 2002: Kendall. 24. The link between kriging and thin plate splines, J.T. -
Investigation of cell scale and burst scale effects on the cell loss…
https://www.statslab.cam.ac.uk/~rrw1/abstracts/c97a.html20 Sep 2011: Workshop on Performance Engineering of Computer and Telecommunication Systems (UKPEW'97) , Ilkley, U.K., July 24, 1997. -
Rate Your Risk Quiz
https://www.statslab.cam.ac.uk/~rrw1/stats/quiz.html1 May 1996: 1 in 24 1 in 345 1 in 720 2. Which of the following is most likely to happen to you? -
STATISTICAL MODELLING Part IIC, Michaelmas 2019Practical 4: More on…
https://www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/P4S.pdf22 Jul 2024: 4 43.31389 54.66047 31.734809 94.14793## 5 12.48274 16.01772 9.266988 27.68618## 6 24.07743 23.88221 13.820297 41.26974. -
BETS: The dangers of selection bias in early analyses ...
https://www.statslab.cam.ac.uk/~qz280/talk/ido-2021/slides.pdf22 Jul 2024: Qingyuan Zhao. Statistical Laboratory, University of Cambridge. March 24, 2021 @ Infectious Disease Outbreaks Webinar. ... Qingyuan Zhao (Stats Lab, Cambridge) BETS on COVID-19 Mar 24, 2021 1 / 47. -
History of the Diet Problem
https://www.statslab.cam.ac.uk/~rrw1/opt/diet_history.html15 Apr 2010: Stigler's guess for the optimal solution was off by only 24 cents per year. -
STATISTICAL MODELLING Part IIC, Michaelmas 2019 Practical 8:…
https://www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/P8S.pdf22 Jul 2024: codes: 0 '' 0.001 '' 0.01 '' 0.05 '.' 0.1 ' ' 1#### (Dispersion parameter for Gamma family taken to be 0.06801047)#### Null deviance: 7.7060 on 24 degrees of freedom## Residual -
Richard Weber's Publications
https://www.statslab.cam.ac.uk/~rrw1/publications/papers.html8 Nov 2013: In Proceedings of 15th U.K. Workshop on Performance Engineering of Computer and Telecommunication Systems (UKPEW'97) , Ilkley, U.K., July 24, 1997. ... IEEE Journal on Selected Areas in Communications, 24(5):10341049, May 2006. J. -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=7623 Jul 2024: Journal of Physics A: Mathematical and Theoretical. (1999). 24,. l491. ... doi: 10.1088/0305-4470/24/9/007). Approximations for semi-Markov single ion channel models. SM Pitts. -
Using sparsity to overcome unmeasured confounding:Two examples…
https://www.statslab.cam.ac.uk/~qz280/talk/mrc-bsu-2019/slides.pdf22 Jul 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…
https://www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/S2.pdf22 Jul 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,…
https://www.statslab.cam.ac.uk/~qz280/talk/ocis-2020/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) Selection bias in 2020 Dec. 8, 2020 24 / 35. -
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 -
Almost Exact Mendelian Randomization Qingyuan Zhao Statistical…
https://www.statslab.cam.ac.uk/~qz280/talk/eurocim-2023/slides.pdf22 Jul 2024: Fisher’s combination test 0.21. Two-stage least squares 0.02. Qingyuan Zhao (Cambridge) Almost Exact MR April 20, 2023 24 / 26. -
Multiple conditional randomization tests
https://www.statslab.cam.ac.uk/~qz280/talk/ims-2022/slides.pdf22 Jul 2024: Qingyuan Zhao (University of Cambridge) Multiple conditional randomization tests June 27, 2022 @ IMS Annual Meeting 24 / 26. -
Network routing
https://www.statslab.cam.ac.uk/~frank/CP/CPREAD/nr.html14 May 1996: Graphentheoretische Methoden und ihre Anwendungen. pp. 56-59. Berlin: SpringerVerlag (1969). [24] Langton, C.G. -
Selective Inference for Effect Modification
https://www.statslab.cam.ac.uk/~qz280/publication/effect-modification/slides.pdf22 Jul 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. -
SISCER Module 12 Lecture 3: Sensitivity analysis
https://www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/L3.pdf22 Jul 2024: 0 g. 1-14 g. 15-24 g. >25 g. Ratio Difference. Lung cancer 0.07 0.47 0.86 1.66 23.71 1.59Other cancer 2.04 2.01 ... Then. M(. Γ) R(Γ) M(Γ). 24 / 26. Motivating example: Smoking and lung cancer Sensitivity analysis for matching Other methods under NUCA -
How infectious was COVID-19 when it first circulated in Wuhan?
https://www.statslab.cam.ac.uk/~qz280/talk/corpus-masterclass-2022/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 -
Mendelian randomization
https://www.statslab.cam.ac.uk/~qz280/talk/mr-tutorial/slides.pdf22 Jul 2024: β̂IVW = Mean(β̂j,weights =1/σ2j ). 2. Weighted median:. β̂WMED = Median(β̂j,weights =1/σ2j ). 3. MR-Egger regression:. β̂Egger = lm(Γ̂j γ̂j,weights =1/σ2j ). 24/40. Weak instrument biasI -
Design: The Elusive Principle of Statistics
https://www.statslab.cam.ac.uk/~qz280/talk/oxford-2024/slides.pdf22 Jul 2024: Red (symptom onsets before January 24): 3.9 days (2.9–5.5). Original study: 6.4 days (5.8–7.1). ... Initial Date of first medical visit 23-Jan 6.5% NA. Confirmed Date confirmed 24-Jan. -
Comment on “Causal inference using invariant prediction” Qingyuan…
https://www.statslab.cam.ac.uk/~qz280/publication/invariant-prediction-comment/comment.pdf22 Jul 2024: This hybrid perspective becomes clear whencomparing the assumptions in Equation (4) to (24), (28) or (31). -
SISCER Module 12 Lecture 2: Matching for Cohort Studies
https://www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/L2.pdf22 Jul 2024: multipleinference. 24 / 29. Observational studies and causal inference Basics of matching Various issues and techniques in matching References. -
Mendelian randomization: From genetic association to epidemiological…
https://www.statslab.cam.ac.uk/~qz280/publication/mr-partially-bayes/slides.pdf22 Jul 2024: rs11191593. 0.24. 0.28. 0.32. 0.36. 2 5 10 20 50 100 200. ... 24/33. Diagnostic plots show satisfactory fit. I Same 160 SNPs, now using RAPS with Huber’s loss function. -
Multiple conditional randomization tests
https://www.statslab.cam.ac.uk/~qz280/talk/berkeley-2021/slides.pdf22 Jul 2024: Qingyuan Zhao (University of Cambridge) Multiple conditional randomization tests Sep 29, 2021 @ UC Berkeley 24 / 30. -
CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS QINGYUAN ZHAO AND TREVOR…
https://www.statslab.cam.ac.uk/~qz280/publication/pdp/paper.pdf22 Jul 2024: tation. Journal of Computational and Graphical Statistics, 24(1):44–65, 2015. Donald P Green and Holger L Kern. ... Statistical Association, 107(499):1106–1118, 2012. 24 CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS. US EU JP. -
Causal Inference: An Introduction Qingyuan Zhao Statistical…
https://www.statslab.cam.ac.uk/~qz280/talk/ssrmp-2020/slides.pdf22 Jul 2024: Cycle of statistical research is restored:. Conjecture Data collection. ModellingAnalysis. Qingyuan Zhao (Stats Lab) Causal Inference: An Introduction SSRMP 24 / 57. -
CAUSAL INFERENCE - Example Sheet 2 Solutions J. Hera ...
https://www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/S2.pdf22 Jul 2024: Q 2 We use the naming convention of Figure 1 and apply the result of Lemma 3.24 w.l.o.g. -
Two-Sample Instrumental Variable Analysis: Challenges and Some…
https://www.statslab.cam.ac.uk/~qz280/publication/two-sample-iv/slides.pdf22 Jul 2024: References. 24/42. Should we include very weak instruments? Theorem (Asymptotic normality). -
https://www.statslab.cam.ac.uk/~qz280/tag/study-design/index.xml
https://www.statslab.cam.ac.uk/~qz280/tag/study-design/index.xml22 Jul 2024: 24:49 0000 https://www.statslab.cam.ac.uk/qz280/images/icon_hu6351ee64df48d2892d6749f985b342fb_222017_512x512_fill_lanczos_center_3.png Study Design ... 2020 10:24:49 0000 https://www.statslab.cam.ac.uk/qz280/publication/design-bias-conservation/ Causal -
Mendelian Randomization: Old and New Insights Qingyuan Zhao…
https://www.statslab.cam.ac.uk/~qz280/talk/penn-biostat-2021/slides.pdf22 Jul 2024: 0.24. 0.28. 0.32. 0.36. 2 5 10 20 50 100 200. -
Filtering the covariance matrixof non-stationary systemswith constant …
https://www.statslab.cam.ac.uk/~mike/QF2023/Challet.pdf15 Apr 2023: 2.0. F sta. tF n. onst. at. 3.24.46.18.411.5. What is a good distance? -
Statistical Tables % points of tn n 0.995 0.99 ...
https://www.statslab.cam.ac.uk/~rrw1/stats/tables.pdf2 Mar 2000: 10 23.21 20.48 18.31 15.9911 24.73 21.92 19.68 17.2812 26.22 23.34 21.03 18.5513 27.69 24.74 22.36 ... 59 24.7718 34.81 31.53 28.87 25.9919 36.19 32.85 30.14 27.2020 37.57 34.17 31.41 28.4130 50.89 46.98
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