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  1. Results that match 1 of 2 words

  2. 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.
  3. Publications | Statistical Laboratory

    https://www.statslab.cam.ac.uk/publications?page=7
    5 Jul 2024: University of Cambridge Asymptomatic COVID-19 Screening Programme Consortium, COVID-19 Genomics UK (COG-UK) Consortium, R Howes, D McFarlane, G Dougan, OG Pybus, DD Angelis, PH Maxwell, SJ Peacock, MP
  4. https://www.statslab.cam.ac.uk/~qz280/author/dylan-small/index.xml

    https://www.statslab.cam.ac.uk/~qz280/author/dylan-small/index.xml
    3 Jun 2024: Dylan Small | Qingyuan Zhao https://www.statslab.cam.ac.uk/qz280/author/dylan-small/ Dylan Small Source Themes Academic (https://sourcethemes.com/academic/) en-us 2024 Fri, 11 Sep 2020 ... 29:36 0000
  5. Publications | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/publication/
    3 Jun 2024: Annals of Applied Statistics (2021). Hyunseung Kang, Yang Jiang, Qingyuan Zhao, Dylan Small (2020). ... Biometrika. Jingshu Wang, Zhen Miao, Nancy Zhang, Sean Hennessy, Dylan Small, Daniel Rader (2019).
  6. IV & MR (project page) | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/project/iv-mr/
    3 Jun 2024: Qingyuan Zhao, Jingshu Wang, Zhen Miao, Nancy Zhang, Sean Hennessy, Dylan Small, Daniel Rader. ... Dylan Small. April 2018 International Journal of Epidemiology (2019)This paper proposes a modified Cochran’s $Q$ statistic to detect horizontal
  7. COVID-19 (project page) | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/project/covid-19/
    3 Jun 2024: Chen, Dylan Small. February 2020Talks.
  8. https://www.statslab.cam.ac.uk/~qz280/tag/mendelian-randomization/inde…

    https://www.statslab.cam.ac.uk/~qz280/tag/mendelian-randomization/index.xml
    3 Jun 2024: 3] Qingyuan Zhao, Yang Chen, Jingshu Wang, Dylan S Small, Powerful three-sample genome-wide design and robust statistical inference in summary-data Mendelian randomization, <em>International Journal of Epidemiology</em>,
  9. Statistical inference in two-sample summary-data Mendelian…

    https://www.statslab.cam.ac.uk/~qz280/publication/mr-raps/
    3 Jun 2024: Qingyuan Zhao, Jingshu Wang, Gibran Hemani, Jack Bowden, Dylan Small. January 2018Abstract.
  10. ivmodel: An R package for inference and sensitivity analysis of…

    https://www.statslab.cam.ac.uk/~qz280/publication/iv-model/
    3 Jun 2024: Hyunseung Kang, Yang Jiang, Qingyuan Zhao, Dylan Small. February 2020Abstract. Vignette of an R package for instrumental variable regression.
  11. A Mendelian randomization study of the role of lipoprotein…

    https://www.statslab.cam.ac.uk/~qz280/publication/mr-lipids/
    3 Jun 2024: Qingyuan Zhao, Jingshu Wang, Zhen Miao, Nancy Zhang, Sean Hennessy, Dylan Small, Daniel Rader.
  12. Causal inference for heritable phenotypic risk factors using…

    https://www.statslab.cam.ac.uk/~qz280/publication/mr-grapple/
    3 Jun 2024: Jingshu Wang, Qingyuan Zhao, Jack Bowden, Gibran Hemani, George Davey Smith, Dylan Small, Nancy Zhang.
  13. MR Data Challenge 2019 — The role of lipoprotein subfractions in…

    https://www.statslab.cam.ac.uk/~qz280/talk/mr-raps-markdown/report.pdf
    3 Jun 2024: 1 Participants. Qingyuan Zhao1, Jingshu Wang1, Zhen Miao2, Nancy Zhang1, Sean Hennessy2, Dylan Small1, Dan Rader2. ... Qingyuan Zhao. Zhao, Qingyuan, Yang Chen, Jingshu Wang, and Dylan S Small.
  14. Leverage Mendelian Randomization to Learn MeaningfulRepresentations…

    https://www.statslab.cam.ac.uk/~qz280/talk/lmrl-2021/slides.pdf
    3 Jun 2024: Collaborators in the works presented hereJingshu Wang (Chicago); Dylan Small, Nancy Zhang (UPenn); Gibran Hemani, George Davey Smith(Bristol); Jack Bowden (Exeter); Daniel Iong, Yang Chen (Michigan); Zijun Gao, Trevor
  15. https://www.statslab.cam.ac.uk/~qz280/index.xml

    https://www.statslab.cam.ac.uk/~qz280/index.xml
    3 Jun 2024: Qingyuan Zhao https://www.statslab.cam.ac.uk/qz280/ Qingyuan Zhao Source Themes Academic (https://sourcethemes.com/academic/) en-us 2024 Tue, 14 May 2024 20:43:39 0100
  16. Sensitivity analysis via stochastic programming

    https://www.statslab.cam.ac.uk/~qz280/talk/icsds-2023/slides.pdf
    3 Jun 2024: In: arXiv: 2211.04697[stat.ME].Zhao, Qingyuan, Dylan S. Small, and Bhaswar B. Bhattacharya (2019).
  17. Graphical diagnosis of confounding bias in instrumental variables…

    https://www.statslab.cam.ac.uk/~qz280/publication/iv-diagnosis/
    3 Jun 2024: Qingyuan Zhao, Dylan Small. May 2018Abstract. This research letter proposes a new diagnostic plot for IV analysis, so large bias ratios (compared to OLS estimator) are not over-interpreted when the
  18. Seeking a summer research intern (EXPIRED) | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/post/summer-intern-2021/
    3 Jun 2024: 3] Qingyuan Zhao, Yang Chen, Jingshu Wang, Dylan S Small, Powerful three-sample genome-wide design and robust statistical inference in summary-data Mendelian randomization, International Journal of Epidemiology,
  19. The Cycle of Statistical Research Qingyuan Zhao Statistical…

    https://www.statslab.cam.ac.uk/~qz280/talk/ccimi-2020/slides.pdf
    3 Jun 2024: Qingyuan Zhao, Jingshu Wang, Gibran Hemani, Jack Bowden, Dylan S. Small(2019+). ... But when I applied it to HDL, something unexpected happened:. Qingyuan Zhao, Yang Chen, Jingshu Wang, Dylan S.
  20. Towards Reliable Inference for Precision Medicine

    https://www.statslab.cam.ac.uk/~qz280/talk/jsm-2021/slides.pdf
    3 Jun 2024: Two attempts. 1. Post-selection inference for effect modifiers.I Reference: Qingyuan Zhao, Dylan S Small, and Ashkan Ertefaie. ... Sensitivity analysis for individualized treatment rules.I Reference: Bo Zhang, Jordan Weiss, Dylan S Small, Qingyuan Zhao.
  21. Sensitivity analysis for observational studies: Past, Present, and…

    https://www.statslab.cam.ac.uk/~qz280/talk/uea-2024/slides.pdf
    3 Jun 2024: L- and L2-sensitivity Analysis for Observational Studies”. In: arXiv: 2211.04697[stat.ME].Zhao, Qingyuan, Dylan S.
  22. Curriculum Vitae

    https://www.statslab.cam.ac.uk/~qz280/files/cv.pdf
    20 Mar 2024: Supervisor: Dylan Small). EducationSep 2007–Jun 2011 B.S. in Mathematics, University of Science and Technology of China.
  23. Selection bias in 2020 Qingyuan Zhao Statistical Laboratory,…

    https://www.statslab.cam.ac.uk/~qz280/talk/ocis-2020/slides.pdf
    3 Jun 2024: arXiv: 2009.04832. Acknowledgement. Many people who have offered helpful suggestions: Cindy Chen, Yang Chen,Yunjin Choi, Hera He, Michael Levy, Marc Lipsitch, James Robins, AndrewRosenfeld, Dylan Small, Yachong Yang, Zilu
  24. BETS: The dangers of selection bias in early analyses ...

    https://www.statslab.cam.ac.uk/~qz280/talk/ido-2021/slides.pdf
    3 Jun 2024: Rajen ShahStats Lab, Cambridge. And many thanks to.Cindy Chen, Yang Chen, Yunjin Choi, Hera He, Michael Levy, Marc Lipsitch, JamesRobins, Andrew Rosenfeld, Dylan Small, Yachong Yang, Zilu Zhou, and many
  25. BETS: The dangers of selection bias in early analyses ...

    https://www.statslab.cam.ac.uk/~qz280/talk/osu-2020/slides.pdf
    3 Jun 2024: And many thanks to.Cindy Chen, Yang Chen, Yunjin Choi, Hera He, Michael Levy, Marc Lipsitch, JamesRobins, Andrew Rosenfeld, Dylan Small, Yachong Yang, Zilu Zhou, and many other whohave provided helpful
  26. Bootstrapping Sensitivity Analysis

    https://www.statslab.cam.ac.uk/~qz280/publication/sensitivity-ipw/slides.pdf
    3 Jun 2024: Battacharya and Dylan S. Small). 1/20. Why sensitivity analysis? I Unless we have perfectly executed randomized experiment, causalinference is based on some unverifiable assumptions.
  27. The Statistics of Summary-Data MR Qingyuan Zhao Department of ...

    https://www.statslab.cam.ac.uk/~qz280/talk/mr-conference-2019/slides.pdf
    3 Jun 2024: Summary. Acknowledgement. Jingshu Wang, Dylan Small, Nancy Zhang (University of Pennsylvania);.
  28. Two high-profile examples of selection bias Qingyuan Zhao Statistical …

    https://www.statslab.cam.ac.uk/~qz280/talk/uw-csss-2022/slides.pdf
    3 Jun 2024: American Political Science Review, 116(1). Acknowledgement. Many people who have offered helpful suggestions: Cindy Chen, Yang Chen, Yunjin Choi, Hera He,Michael Levy, Marc Lipsitch, James Robins, Andrew Rosenfeld, Dylan
  29. Selective Inference for Effect Modification

    https://www.statslab.cam.ac.uk/~qz280/publication/effect-modification/slides.pdf
    3 Jun 2024: Selective Inference for Effect Modification. Qingyuan Zhao(Joint work with Dylan Small and Ashkan Ertefaie).
  30. CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS QINGYUAN ZHAO AND TREVOR…

    https://www.statslab.cam.ac.uk/~qz280/publication/pdp/paper.pdf
    3 Jun 2024: Health. The authors would like to thank Dylan Small and two anonymous reviewers.
  31. Sensitivity analysis for observational studies: Looking back and…

    https://www.statslab.cam.ac.uk/~qz280/talk/yale-biostats-2020-2/slides.pdf
    3 Jun 2024: Based on ongoing work with Bo Zhang, Ting Ye, Dylan Small (U Penn) and JoeHogan (Brown U).
  32. Two-Sample Instrumental Variable Analysis: Challenges and Some…

    https://www.statslab.cam.ac.uk/~qz280/publication/two-sample-iv/slides.pdf
    3 Jun 2024: This talk is based on joint work with. Jingshu Wang, Dylan Small (Penn).
  33. Mendelian randomization: From genetic association to epidemiological…

    https://www.statslab.cam.ac.uk/~qz280/publication/mr-partially-bayes/slides.pdf
    3 Jun 2024: 33/33. Acknowledgment. CollaboratorsJingshu Wang (Penn), Dylan Small (Penn), Jack Bowden (Bristol),Gibran Hemani (Bristol), Yang Chen (Michigan).
  34. Mendelian Randomization: Old and New Insights Qingyuan Zhao…

    https://www.statslab.cam.ac.uk/~qz280/talk/epfl-2021/slides.pdf
    3 Jun 2024: I Jingshu Wang (Chicago);. I Dylan Small, Nancy Zhang (UPenn);. I Matt Tudball, Gibran Hemani, George Davey Smith (Bristol);.
  35. Observational Studies () Submitted ; Published Selective Inference…

    https://www.statslab.cam.ac.uk/~qz280/publication/effect-modification-acic/paper.pdf
    3 Jun 2024: Dylan S Small. Larry Brown: Remembrance and connections of his work to observationalstudies. ... Qingyuan Zhao, Dylan S Small, and Ashkan Ertefaie. Selective inference for effect modifi-cation via the lasso.
  36. Mendelian Randomization: Old and New Insights Qingyuan Zhao…

    https://www.statslab.cam.ac.uk/~qz280/talk/penn-biostat-2021/slides.pdf
    3 Jun 2024: I Jingshu Wang (Chicago);. I Dylan Small, Nancy Zhang (UPenn);. I Matt Tudball, Gibran Hemani, George Davey Smith (Bristol);.
  37. UNIVERSITY OF CAMBRIDGE Faculty of Mathematics SCHEDULES OF LECTURE…

    https://www.statslab.cam.ac.uk/~lab85/resources/schedules2324.pdf
    31 Oct 2023: UNIVERSITY OF CAMBRIDGE. Faculty of Mathematics. SCHEDULES OF LECTURE COURSES. AND FORM OF EXAMINATIONS. FOR THE MATHEMATICAL TRIPOS 2023-24. Revised 21 August 2023. TERM COURSES. 24 24 24 24 101 Vectors and Matrices Differential Equations Groups
  38. UNIVERSITY OF CAMBRIDGE Faculty of Mathematics SCHEDULES OF LECTURE…

    https://www.statslab.cam.ac.uk/~lab85/resources/schedules1920.pdf
    2 May 2023: UNIVERSITY OF CAMBRIDGE. Faculty of Mathematics. SCHEDULES OF LECTURE COURSES. AND FORM OF EXAMINATIONS. FOR THE MATHEMATICAL TRIPOS 2019/2020. INTRODUCTION 1. THE MATHEMATICAL TRIPOS 2019–2020. CONTENTS. This booklet is the formal description of
  39. https://www.statslab.cam.ac.uk/~qz280/post/index.xml

    https://www.statslab.cam.ac.uk/~qz280/post/index.xml
    3 Jun 2024: Posts | Qingyuan Zhao https://www.statslab.cam.ac.uk/qz280/post/ Posts Source Themes Academic (https://sourcethemes.com/academic/) en-us 2024 Mon, 29 Apr 2024 22:38:00 0100
  40. Cross-screening in observational studies that test many hypotheses |…

    https://www.statslab.cam.ac.uk/~qz280/publication/cross-screening/
    3 Jun 2024: Qingyuan Zhao, Dylan Small, Paul Rosenbaum. March 2017Abstract. This paper proposes a new method called ‘cross-screening’ to increase the power of sensitivity analysis when multiple causal hypotheses need to be
  41. Analysis of the epidemic growth of the early 2019-nCoV outbreak using …

    https://www.statslab.cam.ac.uk/~qz280/publication/covid-19-feb/
    3 Jun 2024: Qingyuan Zhao, Yang Chen, Dylan Small. February 2020Abstract. We analyzed 46 2019-nCoV cases confirmed in Japan, Korea, Singapore, Taiwan, Hong Kong, and Macau who traveled from Wuhan before its lockdown.
  42. Sensitivity analysis for inverse probability weighting estimators via …

    https://www.statslab.cam.ac.uk/~qz280/publication/sensitivity-ipw/
    3 Jun 2024: Qingyuan Zhao, Dylan Small, Bhaswar Bhattarcharya. November 2017Abstract. Rosenbaum’s sensitivity analysis framework has several limitations: 1.
  43. Falsification tests for instrumental variable designs with an…

    https://www.statslab.cam.ac.uk/~qz280/publication/iv-falsification/
    3 Jun 2024: Luke Keele, Qingyuan Zhao, Rachel Kelz, Dylan Small. August 2018Abstract. We propose a falsification test for the IV assumptions using sub-populations of the data with overwhelming proportion of treated or
  44. Two-sample instrumental variable analyses using heterogeneous samples …

    https://www.statslab.cam.ac.uk/~qz280/publication/two-sample-iv/
    3 Jun 2024: Qingyuan Zhao, Jingshu Wang, Wes Spiller, Jack Bowden, Dylan Small. August 2017Abstract.
  45. Selective inference for effect modification via the lasso | Qingyuan…

    https://www.statslab.cam.ac.uk/~qz280/publication/effect-modification/
    3 Jun 2024: Qingyuan Zhao, Dylan Small, Ashkan Ertefaie. May 2017Abstract. We approach the heterogeneous treatment effect problem in a novel way.
  46. Sensitivity analysis for observational studies | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/talk/yale-biostats-2020-2/
    3 Jun 2024: This talk is based on joint work with Bo Zhang, Ting Ye, Dylan Small, and Joseph Hogan.).
  47. Powerful three-sample genome-wide design and robust statistical…

    https://www.statslab.cam.ac.uk/~qz280/publication/mr-partially-bayes/
    3 Jun 2024: Qingyuan Zhao, Yang Chen, Jingshu Wang, Dylan Small. April 2018Abstract. We extend the MR-RAPS method in our previous paper using the empirical partially Bayes framework described by Lindsay, allowing a
  48. Multiple testing when many $p$-values are uniformly conservative |…

    https://www.statslab.cam.ac.uk/~qz280/publication/uniformly-conservative/
    3 Jun 2024: Qingyuan Zhao, Dylan Small, Weijie Su. March 2017Abstract. Qualitative interaction is an extreme form of treatment effect heterogeneity where the treatment can be beneficial for some but harmful for others.
  49. A note on post-treatment selection in studying racial discrimination…

    https://www.statslab.cam.ac.uk/~qz280/publication/policing-risk-ratio/
    3 Jun 2024: Qingyuan Zhao, Luke Keele, Dylan Small, Marshall Joffe. September 2020Abstract. We discuss some causal estimands used to study racial discrimination in policing.
  50. BETS: The dangers of selection bias in early analyses ...

    https://www.statslab.cam.ac.uk/~qz280/talk/yale-biostats-2020/slides.pdf
    3 Jun 2024: Rajen ShahStats Lab, Cambridge. And many thanks to.Cindy Chen, Yang Chen, Yunjin Choi, Hera He, Michael Levy, Marc Lipsitch, JamesRobins, Andrew Rosenfeld, Dylan Small, Yachong Yang, Zilu Zhou, and many
  51. https://www.statslab.cam.ac.uk/~qz280/tag/causal-inference/index.xml

    https://www.statslab.cam.ac.uk/~qz280/tag/causal-inference/index.xml
    3 Jun 2024: 3] Qingyuan Zhao, Yang Chen, Jingshu Wang, Dylan S Small, Powerful three-sample genome-wide design and robust statistical inference in summary-data Mendelian randomization, <em>International Journal of Epidemiology</em>,

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