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Multiple conditional randomization tests
https://www.statslab.cam.ac.uk/~qz280/talk/mcp-2022/slides.pdf22 Jul 2024: Qingyuan Zhao (University of Cambridge) Multiple conditional randomization tests August 31, 2022 @ MCP Conference 24 / 26. -
Selecting and ranking individualized treatment rules with…
https://www.statslab.cam.ac.uk/~qz280/talk/selective-inference-webinar-2021/slides.pdf22 Jul 2024: Take-home message: Precision medicine or Jenga? Qingyuan Zhao (Stats Lab, Cambridge) ITRs with unmeasured confounders January 14, 2021 24 / 25. -
Mathematics of Machine LearningRajen D. Shah…
https://www.statslab.cam.ac.uk/~rds37/teaching/machine_learning/notes.pdf12 Mar 2024: 1 t)vm1 conv S. 24. Lemma 13. Let S Rd. -
Curriculum Vitae
https://www.statslab.cam.ac.uk/~qz280/files/cv.pdf20 Mar 2024: 338–350, 2021. doi: 10.1002/gepi.22376. 24. H. Kang, Y. Jiang, Q. Zhao, and D. ... 7, pp. 1–24, 2021. 25. M. T. Patrick, P. E. Stuart, H. -
Mendelian Randomization: Old and New Insights Qingyuan Zhao…
https://www.statslab.cam.ac.uk/~qz280/talk/epfl-2021/slides.pdf22 Jul 2024: 0.24. 0.28. 0.32. 0.36. 2 5 10 20 50 100 200. -
Machine Learning meets Biostatistics IIA crash course on Causal ...
https://www.statslab.cam.ac.uk/~qz280/talk/ccaim-summer-school-2022/slides.pdf22 Jul 2024: Qingyuan Zhao (Stats Lab, Cambridge) Causal Inference September, 2022 24 / 28. -
PathGPS 1 PathGPS: Discover shared genetic architecture using GWAS ...
https://www.statslab.cam.ac.uk/~qz280/publication/pathgps/paper.pdf22 Jul 2024: 24 Biometrics, 000 0000. and correlation with atrial fibrillation. Hellenic Journal of Cardiology, 59(5):274–278. ... 2010). Gfi1 and gfi1b: key regulators. of hematopoiesis. Leukemia, 24(11):1834–1843. Visscher, P. -
Bayesian Non-linear Statistical Inverse Problems
https://www.statslab.cam.ac.uk/~nickl/Site/__files/FINALBOOKPDF.pdf16 Jan 2024: 232.1 Analytical hypotheses and PDEs. 24. 2.1.1 Forward regularity conditions for G. ... satisfy, for all N large enough,. …N.BN/ eANı2. N for some A > 0: (1.24). -
Causal Inference
https://www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/slides.pdf22 Jul 2024: 7 Instrumental variables. Qingyuan Zhao (University of Cambridge) Causal Inference MT2023 24 / 79. -
MATHEMATICS OF MACHINE LEARNING Part IIExample Sheet 3 (of ...
https://www.statslab.cam.ac.uk/~rds37/teaching/machine_learning/Qu3.pdf17 Jan 2024: g̃s = eUsf. βUs. β(s). Show that under the setup of Theorem 24 on the convergence of gradient descent (so inparticular we assume supβC ‖f(β)‖2 L, the output β̄
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