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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. -
Eleanor Sanderson | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/eleanor-sanderson/3 Jun 2024: Search. Eleanor Sanderson. Latest. Mendelian randomization. 2024. Powered by the Academic theme forCite. -
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. -
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. -
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. -
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. -
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. -
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 -
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. -
MR Data Challenge 2019 | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/talk/mr-raps-markdown/3 Jun 2024: Search. MR Data Challenge 2019. The role of lipoprotein subfractions in coronary artery disease. Abstract. This report entered the 2019 MR Data Challenge and contains reproducible R code for our analysis. Date. 2019-07-19. Event. Mendelian -
Graphical diagnosis of confounding bias in instrumental variables…
https://www.statslab.cam.ac.uk/~qz280/publication/iv-diagnosis/3 Jun 2024: Search. Graphical diagnosis of confounding bias in instrumental variables analysis. 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) -
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. -
Randomized Experiment | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/randomized-experiment/3 Jun 2024: Search. Randomized Experiment. A unified analysis of regression adjustment in randomized experiments. Regression adjustment is broadly applied in randomized trials under the premise that it usually improves the precision of a treatment effect -
Using sparsity to overcome unmeasured confounding: Two examples |…
https://www.statslab.cam.ac.uk/~qz280/talk/mrc-bsu-2019/3 Jun 2024: Search. Using sparsity to overcome unmeasured confounding: Two examples. Abstract. Sparsity is often used to improve the interpretability of a statistical analysis and/or reduce the variance of a statistical estimator. This talk will explore another -
COVID-19 | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/covid-19/3 Jun 2024: Search. COVID-19. 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: -
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. -
Simultaneous Hypothesis Testing Using Internal Negative Controls with …
https://www.statslab.cam.ac.uk/~qz280/publication/ranc/3 Jun 2024: Search. Simultaneous Hypothesis Testing Using Internal Negative Controls with An Application to Proteomics. Zijun Gao, Qingyuan Zhao. March 2023Abstract. Negative control is a common technique in scientific investigations and broadly refers to the -
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 -
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 -
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. -
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 -
Study Design | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/study-design/3 Jun 2024: Search. Study Design. Quantifying and addressing the prevalence and bias of study designs in the environmental and social sciences. We reviewed the prevalence of different study designs in environmental and social sciences and introduced a novel -
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 -
Chris Wallace | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/chris-wallace/3 Jun 2024: Search. Chris Wallace. Latest. Mendelian randomization. 2024. Powered by the Academic theme forCite. -
Marcus Munafo | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/marcus-munafo/3 Jun 2024: Search. Marcus Munafo. Latest. Mendelian randomization with coarsened exposures. 2024. Powered by the Academic theme forCite. -
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. -
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. -
Sean Hennessy | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/sean-hennessy/3 Jun 2024: Search. Sean Hennessy. Latest. A Mendelian randomization study of the role of lipoprotein subfractions in coronary artery disease. 2024. Powered by the Academic theme forCite. -
Jure Leskovec | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/jure-leskovec/3 Jun 2024: Search. Jure Leskovec. Latest. SEISMIC: A self-exciting point process model for predicting tweet popularity. 2024. Powered by the Academic theme forCite. -
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 -
Gibran Hemani | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/gibran-hemani/3 Jun 2024: Search. Gibran Hemani. Latest. 2024. Powered by the Academic theme forCite. -
Bhaswar Bhattarcharya | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/bhaswar-bhattarcharya/3 Jun 2024: Search. Bhaswar Bhattarcharya. Latest. Sensitivity analysis for inverse probability weighting estimators via the percentile bootstrap. 2024. Powered by the Academic theme forCite. -
Trevor Hastie | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/trevor-hastie/3 Jun 2024: Search. Trevor Hastie. Latest. 2024. Powered by the Academic theme forCite. -
Paul Rosenbaum | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/paul-rosenbaum/3 Jun 2024: Search. Paul Rosenbaum. Latest. Cross-screening in observational studies that test many hypotheses. 2024. Powered by the Academic theme forCite. -
Rachael Hughes | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/rachael-hughes/3 Jun 2024: Search. Rachael Hughes. Latest. 2024. Powered by the Academic theme forCite. -
Cross-screening in observational studies that test many hypotheses |…
https://www.statslab.cam.ac.uk/~qz280/publication/cross-screening/3 Jun 2024: Search. Cross-screening in observational studies that test many hypotheses. Qingyuan Zhao, Dylan Small, Paul Rosenbaum. March 2017Abstract. This paper proposes a new method called ‘cross-screening’ to increase the power of sensitivity analysis -
George Davey Smith | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/george-davey-smith/3 Jun 2024: Search. George Davey Smith. Latest. 2024. Powered by the Academic theme forCite. -
Hyunseung Kang | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/hyunseung-kang/3 Jun 2024: Search. Hyunseung Kang. Latest. 2024. Powered by the Academic theme forCite. -
Anton Rask Lundborg | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/anton-rask-lundborg/3 Jun 2024: Search. Anton Rask Lundborg. Latest. Confounder selection: Objectives and approaches. 2024. Powered by the Academic theme forCite. -
Marcus R. Munafò | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/marcus-r.-munafo/3 Jun 2024: Search. Marcus R. Munafò. Latest. Mendelian randomization. 2024. Powered by the Academic theme forCite. -
Mendelian randomization: Old and new insights | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/talk/penn-biostat-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 -
ivmodel: An R package for inference and sensitivity analysis of…
https://www.statslab.cam.ac.uk/~qz280/publication/iv-model/3 Jun 2024: Search. ivmodel: An R package for inference and sensitivity analysis of instrumental variables models with one endogenous variable. Hyunseung Kang, Yang Jiang, Qingyuan Zhao, Dylan Small. February 2020Abstract. Vignette of an R package for -
Selective Inference | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/selective-inference/3 Jun 2024: Search. Selective Inference. Selective Randomization Inference for Adaptive Experiments. We apply ideas from post-selection inference to randomization tests for adaptive experiments. A constructive approach to selective risk control. Many modern -
Ashkan Ertefaie | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/ashkan-ertefaie/3 Jun 2024: Search. Ashkan Ertefaie. Latest. Selective inference for effect modification via the lasso. 2024. Powered by the Academic theme forCite. -
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. -
Almost exact Mendelian randomization | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/publication/almost-exact-mr/3 Jun 2024: Search. Almost exact Mendelian randomization. Matt Tudball, George Davey Smith, Qingyuan Zhao. August 2022Type. 2024. Powered by the Academic theme forCite. -
Entropy balancing is doubly robust | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/publication/entropy-balancing/3 Jun 2024: Search. Entropy balancing is doubly robust. Qingyuan Zhao, Daniel Percival. January 2015Abstract. We show a recently proposed method called Entropy Balancing is doubly robust, that is the causal effect estimator is consistent if the propensity score
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