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The Statistics of Summary-Data MR Qingyuan Zhao Department of ...
www.statslab.cam.ac.uk/~qz280/talk/mr-conference-2019/slides.pdf3 Jun 2024: Summary. Acknowledgement. Jingshu Wang, Dylan Small, Nancy Zhang (University of Pennsylvania);. -
Two high-profile examples of selection bias Qingyuan Zhao Statistical …
www.statslab.cam.ac.uk/~qz280/talk/uw-csss-2022/slides.pdf3 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 -
Selective Inference for Effect Modification
www.statslab.cam.ac.uk/~qz280/publication/effect-modification/slides.pdf3 Jun 2024: Selective Inference for Effect Modification. Qingyuan Zhao(Joint work with Dylan Small and Ashkan Ertefaie). -
CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS QINGYUAN ZHAO AND TREVOR…
www.statslab.cam.ac.uk/~qz280/publication/pdp/paper.pdf3 Jun 2024: Health. The authors would like to thank Dylan Small and two anonymous reviewers. -
Sensitivity analysis for observational studies: Looking back and…
www.statslab.cam.ac.uk/~qz280/talk/yale-biostats-2020-2/slides.pdf3 Jun 2024: Based on ongoing work with Bo Zhang, Ting Ye, Dylan Small (U Penn) and JoeHogan (Brown U). -
Two-Sample Instrumental Variable Analysis: Challenges and Some…
www.statslab.cam.ac.uk/~qz280/publication/two-sample-iv/slides.pdf3 Jun 2024: This talk is based on joint work with. Jingshu Wang, Dylan Small (Penn). -
Mendelian randomization: From genetic association to epidemiological…
www.statslab.cam.ac.uk/~qz280/publication/mr-partially-bayes/slides.pdf3 Jun 2024: 33/33. Acknowledgment. CollaboratorsJingshu Wang (Penn), Dylan Small (Penn), Jack Bowden (Bristol),Gibran Hemani (Bristol), Yang Chen (Michigan). -
Mendelian Randomization: Old and New Insights Qingyuan Zhao…
www.statslab.cam.ac.uk/~qz280/talk/epfl-2021/slides.pdf3 Jun 2024: I Jingshu Wang (Chicago);. I Dylan Small, Nancy Zhang (UPenn);. I Matt Tudball, Gibran Hemani, George Davey Smith (Bristol);. -
Observational Studies () Submitted ; Published Selective Inference…
www.statslab.cam.ac.uk/~qz280/publication/effect-modification-acic/paper.pdf3 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. -
Mendelian Randomization: Old and New Insights Qingyuan Zhao…
www.statslab.cam.ac.uk/~qz280/talk/penn-biostat-2021/slides.pdf3 Jun 2024: I Jingshu Wang (Chicago);. I Dylan Small, Nancy Zhang (UPenn);. I Matt Tudball, Gibran Hemani, George Davey Smith (Bristol);. -
www.statslab.cam.ac.uk/~qz280/post/index.xml
www.statslab.cam.ac.uk/~qz280/post/index.xml3 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 -
COVID-19 (project page) | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/project/covid-19/3 Jun 2024: Chen, Dylan Small. February 2020Talks. -
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 -
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. -
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. -
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. -
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. -
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. -
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 -
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.).
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