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  2. Negative Control | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/tag/negative-control/
    3 Jun 2024: Search. Negative Control. Simultaneous hypothesis testing using negative controls. Negative control is a common technique in scientific investigations and broadly refers to the situation where a null effect (“negative result”) is expected.

  3. Selection Bias | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/tag/selection-bias/
    3 Jun 2024: Search. Selection Bias. To be read before The Royal Statistical Society at the Society's 2021 annual conference held in Manchester on Wednesday, September 8th, 2021, the President, Professor Sylvia Richardson, in the Chair. A note on post-treatment

  4. Leverage Mendelian Randomization to Learn Meaningful Representations…

    https://www.statslab.cam.ac.uk/~qz280/talk/lmrl-2021/
    3 Jun 2024: Search. Leverage Mendelian Randomization to Learn Meaningful Representations (LMR2). Date. 2021-12-14 5:30 PM — 6:00 PM. Learn Meaningful Representations of Life (NeurIPS workshop). Location. LMRL NeurIPS workshop. 2024. Powered by the Academic

  5. Ting Ye | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/ting-ye/
    3 Jun 2024: Search. Ting Ye. Latest. 2024. Powered by the Academic theme forCite.

  6. Art Owen | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/art-owen/
    3 Jun 2024: Search. Art Owen. Latest. Confounder adjustment in multiple hypothesis testing. 2024. Powered by the Academic theme forCite.

  7. Katarzyna Reluga | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/katarzyna-reluga/
    3 Jun 2024: Search. Katarzyna Reluga. Latest. A unified analysis of regression adjustment in randomized experiments. 2024. Powered by the Academic theme forCite.

  8. Jun Shao | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/jun-shao/
    3 Jun 2024: Search. Jun Shao. Latest. 2024. Powered by the Academic theme forCite.

  9. Dylan Small | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/dylan-small/
    3 Jun 2024: Search. Dylan Small. Latest. 2024. Powered by the Academic theme forCite.

  10. Causal inference: An introduction | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/talk/ssrmp-2020/
    3 Jun 2024: Search. Causal inference: An introduction. Abstract. Introduction to causal inference for social science PhD students. Date. 2020-03-04 2:00 PM — 4:00 PM. Event. Social Sciences Research Methods Programme (SSRMP). Location. University of

  11. Philosophy | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/tag/philosophy/
    3 Jun 2024: Search. Philosophy. Discussion on (quasi-)randomization inference. The following is an email exchange with Hyunseung Kang on the nature of randomization inference. This was sparked by a couple of papers by David Freedman and David Lane: A

  12. Wenjie Hu | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/wenjie-hu/
    3 Jun 2024: Search. Wenjie Hu. Latest. A constructive approach to selective risk control. 2024. Powered by the Academic theme forCite.

  13. Yanyao Yi | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/yanyao-yi/
    3 Jun 2024: Search. Yanyao Yi. Latest. Toward Better Practice of Covariate Adjustment in Analyzing Randomized Clinical Trials. 2024. Powered by the Academic theme forCite.

  14. Amanda Ly | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/amanda-ly/
    3 Jun 2024: Search. Amanda Ly. Latest. Mendelian randomization with coarsened exposures. 2024. Powered by the Academic theme forCite.

  15. Yang Song | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/yang-song/
    3 Jun 2024: Search. Yang Song. Latest. Performance evaluation with latent factors. 2024. Powered by the Academic theme forCite.

  16. Weijie Su | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/weijie-su/
    3 Jun 2024: Search. Weijie Su. Latest. Multiple testing when many $p$-values are uniformly conservative. 2024. Powered by the Academic theme forCite.

  17. Causal-Inference | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/tag/causal-inference/
    3 Jun 2024: Search. Causal-Inference. Selective Randomization Inference for Adaptive Experiments. We apply ideas from post-selection inference to randomization tests for adaptive experiments. A new Bayesian full-information method for life-course Mendelian

  18. Zixuan Wu | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/zixuan-wu/
    3 Jun 2024: Search. Zixuan Wu. Latest. Causal mediation analysis for time-varying heritable risk factors with Mendelian Randomization. 2024. Powered by the Academic theme forCite.

  19. Zhen Miao | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/zhen-miao/
    3 Jun 2024: Search. Zhen Miao. Latest. A Mendelian randomization study of the role of lipoprotein subfractions in coronary artery disease. 2024. Powered by the Academic theme forCite.

  20. Robert Tibshirani | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/robert-tibshirani/
    3 Jun 2024: Search. Robert Tibshirani. Latest. Comment on 'Causal inference using invariant prediction'. 2024. Powered by the Academic theme forCite.

  21. Yao Zhang | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/yao-zhang/
    3 Jun 2024: Search. Yao Zhang. Latest. 2024. Powered by the Academic theme forCite.

  22. Design: The Elusive Principle of Statistics | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/talk/oxford-2024/
    3 Jun 2024: Search. Design: The Elusive Principle of Statistics. Date. 2024-03-07 1:00 PM — 2:00 PM. Location. University of Oxford. 2024. Powered by the Academic theme forCite.

  23. Mendelian randomization: A tutorial | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/talk/mr-tutorial/
    3 Jun 2024: Search. Mendelian randomization: A tutorial. Abstract. Tutorial talk for the theory, methods, and practice of Mendelian randomization. Date. 2019-07-12. Event. Causal Inference Summer Institute 2019. Location. Rutgers University, School of Public

  24. Sensitivity Analysis with the $R^2$-calculus | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/publication/r2-calculus/
    3 Jun 2024: Search. Sensitivity Analysis with the $R2$-calculus. Tobias Freidling, Qingyuan Zhao. January 2023R$-sensitivity contours for the lower end of the estimated partially identified region. Abstract. Causal inference necessarily relies upon untestable

  25. Zijun Gao | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/zijun-gao/
    3 Jun 2024: Search. Zijun Gao. Latest. 2024. Powered by the Academic theme forCite.

  26. Tom Palmer | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/tom-palmer/
    3 Jun 2024: Search. Tom Palmer. Latest. Mendelian randomization. 2024. Powered by the Academic theme forCite.

  27. Yang Chen | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/yang-chen/
    3 Jun 2024: Search. Yang Chen. Latest. 2024. Powered by the Academic theme forCite.

  28. Yang Jiang | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/yang-jiang/
    3 Jun 2024: Search. Yang Jiang. Latest. ivmodel: An R package for inference and sensitivity analysis of instrumental variables models with one endogenous variable. 2024. Powered by the Academic theme forCite.

  29. Selection bias in 2020 | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/talk/ocis-2020/
    3 Jun 2024: Search. Selection bias in 2020. Abstract. This talk will examine the selection bias that occurred in studying some most contentious problems in 2020. In the first case study, we will look at the estimation of the growth rate and incubation period of

  30. Causal Inference (Part III, Michaelmas 2023) | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/
    3 Jun 2024: Search. Causal Inference (Part III, Michaelmas 2023). 2023-10-05. This is a 16-lecture course on causal inference, the statistical science of drawing causal conclusions from experimental and non-experimental data. [Updated: <2023-11-23 Thu>].

  31. William Sutherland | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/william-sutherland/
    3 Jun 2024: Search. William Sutherland. Latest. Quantifying and addressing the prevalence and bias of study designs in the environmental and social sciences. 2024. Powered by the Academic theme forCite.

  32. Multiple conditional randomization tests | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/talk/berkeley-2021/
    3 Jun 2024: Search. Multiple conditional randomization tests. Date. 2021-09-29 9:30 PM — 10:30 PM. Event. UC Berkeley Causal Inference Group. Location. UC Berkeley Causal Inference Group. 2024. Powered by the Academic theme forCite.

  33. PathGPS: Discover shared genetic architecture using biobank data |…

    https://www.statslab.cam.ac.uk/~qz280/publication/pathgps/
    3 Jun 2024: Search. PathGPS: Discover shared genetic architecture using biobank data. Zijun Gao, Trevor Hastie, Qingyuan Zhao. May 2022Abstract. The increasing availability and scale of Genome Wide Association Studies (GWAS) bring new horizons for understanding

  34. SEISMIC: A self-exciting point process model for predicting tweet…

    https://www.statslab.cam.ac.uk/~qz280/publication/seismic/
    3 Jun 2024: Search. SEISMIC: A self-exciting point process model for predicting tweet popularity. Qingyuan Zhao, Murat A Erdogdu, Hera Y He, Anand Rajaraman, Jure Leskovec. August 2015Abstract. We study a simple but extremely noisy form of information

  35. Matt Tudball | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/matt-tudball/
    3 Jun 2024: Search. Matt Tudball. Latest. 2024. Powered by the Academic theme forCite.

  36. Jordan Weiss | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/jordan-weiss/
    3 Jun 2024: Search. Jordan Weiss. Latest. Selecting and ranking individualized treatment rules with unmeasured confounding. 2024. Powered by the Academic theme forCite.

  37. Effect Modification | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/tag/effect-modification/
    3 Jun 2024: Search. Effect Modification. Selecting and ranking individualized treatment rules with unmeasured confounding. Optimal individualized treatment rules try to assign the best treatment to every individual, but it may be very sensitive to unmeasured

  38. Kate Tilling | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/kate-tilling/
    3 Jun 2024: Search. Kate Tilling. Latest. 2024. Powered by the Academic theme forCite.

  39. Daniel Rader | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/daniel-rader/
    3 Jun 2024: Search. Daniel Rader. Latest. A Mendelian randomization study of the role of lipoprotein subfractions in coronary artery disease. 2024. Powered by the Academic theme forCite.

  40. The statistics of summary-data Mendelian randomization | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/talk/mr-conference-2019/
    3 Jun 2024: Search. The statistics of summary-data Mendelian randomization. Abstract. Invited talk giving an overview of my research on summary-data Mendelian randomization. Date. 2019-07-17. Event. Mendelian Randomization Conference, 2019. Location. MRC

  41. Causal Graphs | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/tag/causal-graphs/
    3 Jun 2024: Search. Causal Graphs. We propose a systematic way to select confounders. Almost exact Mendelian randomization. By combining causal graphs and randomization inference, a formal justification for Mendelian randomization is given in the context of with

  42. Mendelian randomization | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/publication/mr-primer/
    3 Jun 2024: Search. Mendelian randomization. Eleanor Sanderson, M. Maria Glymour, Michael V. Holmes, Hyunseung Kang, Jean Morrison, Marcus R. Munafò, Tom Palmer, C. Mary Schooling, Chris Wallace, Qingyuan Zhao, George Davey Smith. February 2022Abstract.

  43. Jean Morrison | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/jean-morrison/
    3 Jun 2024: Search. Jean Morrison. Latest. Mendelian randomization. 2024. Powered by the Academic theme forCite.

  44. Charles Zheng | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/charles-zheng/
    3 Jun 2024: Search. Charles Zheng. Latest. Comment on 'Causal inference using invariant prediction'. 2024. Powered by the Academic theme forCite.

  45. Permutation $p$-value approximation via generalized Stolarsky…

    https://www.statslab.cam.ac.uk/~qz280/publication/stolarsky/
    3 Jun 2024: Search. Permutation $p$-value approximation via generalized Stolarsky invariance. Hera Y He, Kinjal Basu, Qingyuan Zhao, Art B Owen. March 2016Abstract. This paper uses a generalized Stolarsky’s invariance principle to approximate the permutation

  46. Alec Christie | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/alec-christie/
    3 Jun 2024: Search. Alec Christie. Latest. Quantifying and addressing the prevalence and bias of study designs in the environmental and social sciences. 2024. Powered by the Academic theme forCite.

  47. John Thompson | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/john-thompson/
    3 Jun 2024: Search. John Thompson. Latest. Improving the accuracy of two-sample summary data Mendelian randomization: moving beyond the NOME assumption. 2024. Powered by the Academic theme forCite.

  48. Chin Yang Shapland | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/chin-yang-shapland/
    3 Jun 2024: Search. Chin Yang Shapland. Latest. Profile-likelihood Bayesian model averaging for two-sample summary data Mendelian randomization in the presence of horizontal pleiotropy. 2024. Powered by the Academic theme forCite.

  49. Simultaneous hypothesis testing using negative controls | Qingyuan…

    https://www.statslab.cam.ac.uk/~qz280/talk/upenn-2023/
    3 Jun 2024: Search. Simultaneous hypothesis testing using negative controls. Abstract. Negative control is a common technique in scientific investigations and broadly refers to the situation where a null effect (“negative result”) is expected. Motivated by

  50. Etaash Katiyar | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/etaash-katiyar/
    3 Jun 2024: Search. Etaash Katiyar. Latest. On testing mean proportionality of multivariate normal variables. 2024. Powered by the Academic theme forCite.

  51. Daryl Pregibon | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/daryl-pregibon/
    3 Jun 2024: Search. Daryl Pregibon. Latest. Estimation and prediction in sparse and unbalanced tables. 2024. Powered by the Academic theme forCite.

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