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Jack Bowden | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/jack-bowden/3 Jun 2024: Search. Jack Bowden. Latest. 2024. Powered by the Academic theme forCite. -
Debbie Lawlor | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/debbie-lawlor/3 Jun 2024: Search. Debbie Lawlor. Latest. Improving the accuracy of two-sample summary data Mendelian randomization: moving beyond the NOME assumption. 2024. Powered by the Academic theme forCite. -
Nuala Sheehan | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/nuala-sheehan/3 Jun 2024: Search. Nuala Sheehan. Latest. Improving the accuracy of two-sample summary data Mendelian randomization: moving beyond the NOME assumption. 2024. Powered by the Academic theme forCite. -
Art B Owen | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/art-b-owen/3 Jun 2024: Search. Art B Owen. Latest. Permutation $p$-value approximation via generalized Stolarsky invariance. 2024. Powered by the Academic theme forCite. -
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. -
Jingshu Wang | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/jingshu-wang/3 Jun 2024: Search. Jingshu Wang. Latest. 2024. Powered by the Academic theme forCite. -
Multiple conditional randomization tests | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/publication/multiple-crts/3 Jun 2024: Search. Multiple conditional randomization tests. Yao Zhang, Qingyuan Zhao. April 2021Abstract. We propose a general framework for (multiple) conditional randomization tests that incorporate several important ideas in the recent literature. We -
Daniel Percival | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/daniel-percival/3 Jun 2024: Search. Daniel Percival. Latest. Entropy balancing is doubly robust. 2024. Powered by the Academic theme forCite. -
Matthew Tudball | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/matthew-tudball/3 Jun 2024: Search. Matthew Tudball. Latest. Sample-constrained partial identification with application to selection bias. 2024. Powered by the Academic theme forCite. -
Anand Rajaraman | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/anand-rajaraman/3 Jun 2024: Search. Anand Rajaraman. Latest. SEISMIC: A self-exciting point process model for predicting tweet popularity. 2024. Powered by the Academic theme forCite. -
Cosetta Minelli | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/cosetta-minelli/3 Jun 2024: Search. Cosetta Minelli. Latest. Improving the accuracy of two-sample summary data Mendelian randomization: moving beyond the NOME assumption. 2024. Powered by the Academic theme forCite. -
Resources for Mendelian randomization | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/post/mr-software/3 Jun 2024: Search. Resources for Mendelian randomization. 2019-08-01 1 min read. This page collects some useful resources for people interested in Mendelian randomization. Software. MR-RAPS. The statistical methods for univariate summary-data MR are -
A Mendelian randomization study of the role of lipoprotein…
https://www.statslab.cam.ac.uk/~qz280/publication/mr-lipids/3 Jun 2024: Search. A Mendelian randomization study of the role of lipoprotein subfractions in coronary artery disease. Qingyuan Zhao, Jingshu Wang, Zhen Miao, Nancy Zhang, Sean Hennessy, Dylan Small, Daniel Rader. July 2019Type. Publication. eLife. 2024. -
Michael V. Holmes | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/michael-v.-holmes/3 Jun 2024: Search. Michael V. Holmes. Latest. Mendelian randomization. 2024. Powered by the Academic theme forCite. -
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 -
Design | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/design/3 Jun 2024: Search. Design. We provide a unified review of various confounder selection criteria in the literature and the assumptions behind them. 2024. Powered by the Academic theme forCite. -
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. -
Sensitivity analysis via stochastic programming | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/talk/icsds-2023/3 Jun 2024: Search. Sensitivity analysis via stochastic programming. Date. 2023-12-20 1:10 PM — 1:30 PM. Location. Lisbon, Portugal. 2024. Powered by the Academic theme forCite. -
BETS: The dangers of selection bias in early analyses of the…
https://www.statslab.cam.ac.uk/~qz280/talk/ghent-2021/3 Jun 2024: Search. BETS: The dangers of selection bias in early analyses of the coronavirus disease (COVID-19) pandemic. Abstract. The coronavirus disease 2019 (COVID-19) has quickly grown from a regional outbreak in Wuhan, China to a global pandemic. Early -
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. -
Infectious-Diseases | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/infectious-diseases/3 Jun 2024: Search. Infectious-Diseases. 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. Letter to the editor: -
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 -
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. -
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. -
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. -
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. -
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. -
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 -
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 -
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. -
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. -
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. -
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. -
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. -
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. -
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. -
Mechanism | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/mechanism/3 Jun 2024: Search. Mechanism. Using Mendelian randomization to discover biological mechanisms. 2024. Powered by the Academic theme forCite. -
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 -
Workflow | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/workflow/3 Jun 2024: Search. Workflow. Migrating my website to Hugo Academic ox-hugo. Update <2021-05-30 Sun>: A template of this website is now available on GitHub. Being stuck at home during the pandemic, as miserable as it is, actually helps me to redesign my working -
Freedman | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/freedman/3 Jun 2024: Search. Freedman. 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 -
What is a randomization test? | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/talk/toronto-2022/3 Jun 2024: Search. What is a randomization test? Date. 2022-03-23 2:00 PM — 3:00 PM. Event. Statistics Seminar. Location. University of Toronto. 2024. Powered by the Academic theme forCite. -
Almost exact Mendelian randomization | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/talk/eurocim-2023/3 Jun 2024: Search. Almost exact Mendelian randomization. Date. 2023-04-20 10:00 AM — 10:20 AM. European Causal Inference Meeting. Location. Oslo, Norway. 2024. Powered by the Academic theme forCite. -
Luke Keele | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/luke-keele/3 Jun 2024: Search. Luke Keele. Latest. 2024. Powered by the Academic theme forCite. -
Mendelian randomization: Old and new insights | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/talk/epfl-2021/3 Jun 2024: Search. Mendelian randomization: Old and new insights. Abstract. Mendelian randomization (MR) is a method for causal inference that utilizes the natural experiment in genetic inheritance. The idea of MR can be traced back to the dawn of modern -
Wes Spiller | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/wes-spiller/3 Jun 2024: Search. Wes Spiller. Latest. Two-sample instrumental variable analyses using heterogeneous samples. 2024. Powered by the Academic theme forCite. -
Kinjal Basu | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/kinjal-basu/3 Jun 2024: Search. Kinjal Basu. Latest. Permutation $p$-value approximation via generalized Stolarsky invariance. 2024. Powered by the Academic theme forCite. -
Ethan Lewis | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/ethan-lewis/3 Jun 2024: Search. Ethan Lewis. Latest. Causal mediation analysis for time-varying heritable risk factors with Mendelian Randomization. 2024. Powered by the Academic theme forCite. -
Daniel Iong | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/daniel-iong/3 Jun 2024: Search. Daniel Iong. Latest. A latent mixture model for heterogeneous causal mechanisms in Mendelian randomization. 2024. Powered by the Academic theme forCite. -
Nianqiao Ju | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/nianqiao-ju/3 Jun 2024: Search. Nianqiao Ju. Latest. Letter to the editor: Generation interval for COVID-19 based on symptom onset data. 2024. Powered by the Academic theme forCite. -
Macros for graph separations | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/post/graph-separation/3 Jun 2024: Search. Macros for graph separations. 2024-04-29 1 min read. In a recent paper by Richard Guo and me, we proposed a systematic way to select confounders by eliciting expert opinion. We invented some new notation to distinguish some different types
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