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www.statslab.cam.ac.uk/~qz280/tag/workflow/index.xml
www.statslab.cam.ac.uk/~qz280/tag/workflow/index.xml3 Jun 2024: environment. One of the many outcomes is this new personal website powered by the <a href="https://sourcethemes.com/academic/" target="_blank" rel="noopener">Academic theme</a> for <a ... ac.uk/qz280/news/">news</a> to make announcements and display new -
Resources for Mendelian randomization | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/post/mr-software/3 Jun 2024: help(mr.raps). GRAPPLE. Check out this new R package called GRAPPLE that accommodates multiple exposure factors and GWAS sample overlap:. -
What is a randomization test? | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/publication/single-crt/3 Jun 2024: A new term—‘quasi-randomization test’—is introduced to define significance tests based on theoretical models and distinguish these tests from the ‘randomization tests’ based on the physical act of randomization. -
PathGPS: Discover shared genetic architecture using biobank data |…
https://www.statslab.cam.ac.uk/~qz280/publication/pathgps/3 Jun 2024: May 2022Abstract. The increasing availability and scale of Genome Wide Association Studies (GWAS) bring new horizons for understanding biological mechanisms. ... When applying to a metabolomics dataset and the UK Biobank, PathGPS confirms several known -
BETS: The dangers of selection bias in early analyses ...
www.statslab.cam.ac.uk/~qz280/talk/ghent-2021/slides.pdf3 Jun 2024: The beginning of this project. On December 30, 2019, I saw rumours amout a new SARS-like virus on theinternet. -
Macros for graph separations | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/post/graph-separation/3 Jun 2024: We invented some new notation to distinguish some different types of graph connections/separations. ... Macros for the new notation can be found in the file below:. -
Randomization Inference | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/randomization-inference/3 Jun 2024: A new term---'quasi-randomization test'---is …. We propose a general framework for (multiple) conditional randomization tests that incorporate several important ideas in the recent literature. ... This paper proposes a new method called 'cross-screening -
A constructive approach to selective risk control | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/publication/selective-risk/3 Jun 2024: We further extend this approach to problems with multiple selective risks and demonstrate how new methods can be developed. -
Statistical inference in two-sample summary-data Mendelian…
https://www.statslab.cam.ac.uk/~qz280/publication/mr-raps/3 Jun 2024: We find that horizontal pleiotropy is pervasive in MR studies. We propose a new method—robust adjusted profile score—that can consistently estimate the causal effect under pervasive balanced pleiotropy and -
PathGPS 1 PathGPS: Discover shared genetic architecture using GWAS ...
www.statslab.cam.ac.uk/~qz280/publication/pathgps/paper.pdf3 Jun 2024: email: hastie@stanford.edu. Summary: The increasing availability and scale of biobanks and “omic” datasets bring new horizons for un-. ... multiple new hypotheses for future investigations. Key words: GWAS; Pathway analysis; Structural equation model;
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