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Machine Learning | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/machine-learning/3 Jun 2024: Search. Machine Learning. Comment: Will competition-winning methods for causal inference also succeed in practice?. This is an invited commentary for Statistical Science on the causal inference data competition in ACIC 2016. Causal interpretations -
Social Sciences | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/social-sciences/3 Jun 2024: Search. Social Sciences. Performance evaluation with latent factors. We use the Confounder Adjusted Testing and Estimating (CATE) proposed in our previous paper to estimate the abnormal return (aka 'alpha') of U.S. equity mutual funds. When funds -
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. -
Statistical inference in two-sample summary-data Mendelian…
https://www.statslab.cam.ac.uk/~qz280/publication/mr-raps/3 Jun 2024: Search. Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score. Qingyuan Zhao, Jingshu Wang, Gibran Hemani, Jack Bowden, Dylan Small. January 2018Abstract. We provide a comprehensive theoretical -
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. -
Discussion on 'Causal Inference in Genetic Trio Studies' |…
https://www.statslab.cam.ac.uk/~qz280/talk/ocis-2021/3 Jun 2024: Search. Discussion on 'Causal Inference in Genetic Trio Studies'. Date. 2021-01-26. Online Causal Inference Seminar. Location. Online Causal Inference Seminar (Zoom meeting). 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. -
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 -
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.
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