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Mathematics of Machine LearningRajen D. Shah…
www.statslab.cam.ac.uk/~rds37/teaching/machine_learning/notes.pdf12 Mar 2024: 20. where ε1:n are i.i.d. Rademacher random variables. Then R̂(F(z1:n)) = E maxj Wj. -
DOMINIC WELSH (1938–2023) GEOFFREY R. GRIMMETT If the principal ...
www.statslab.cam.ac.uk/~grg/papers/welsh1.pdf1 May 2024: In [20],Hammersley and Welsh sought upper bounds for σn, and were able to provethat there exists γ such that σn κnγ. ... Press, Oxford, 2014.[20] J. M. Hammersley and D. J. A. Welsh, Further results on the rate of convergence to. -
Using sparsity to overcome unmeasured confounding:Two parametric…
www.statslab.cam.ac.uk/~qz280/talk/iscb-2020/slides.pdf3 Jun 2024: In both problems, specificity/sparsity of α is needed for identification. Qingyuan Zhao (Stats Lab) Specificity/Sparsity ISCB 2020 20 / 27. -
Lecture Notes on Causal Inference(with corrections) Qingyuan Zhao May …
www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/notes-2021.pdf3 Jun 2024: Pakistani. Asian (Other). Other/Unknown. Average. 0% 5% 10% 15% 20% 25% 30% 35%. ... 2.20). The first term on the right hand side converges in probability to E[ψ(θ)/θ]. -
Multiple conditional randomization tests
www.statslab.cam.ac.uk/~qz280/talk/mcp-2022/slides.pdf3 Jun 2024: Qingyuan Zhao (University of Cambridge) Multiple conditional randomization tests August 31, 2022 @ MCP Conference 20 / 26. ... X. Ji, G. Fink, P. J. Robyn, D. S. Small, et al., The Annals of Applied Statistics 11, 1–20 (2017).9. -
UNIVERSITY OF CAMBRIDGE Faculty of Mathematics SCHEDULES OF LECTURE…
www.statslab.cam.ac.uk/~lab85/resources/schedules2324.pdf31 Oct 2023: Marking Conventions. On the written papers of the Mathematical Tripos, Ssection I questions are marked out of 10 and Ssection IIquestions are marked out of 20. ... All candidates for Paper 4 (rankedby merit mark on that paper) are assigned nominally to -
Causal Inference: An Introduction Qingyuan Zhao Statistical…
www.statslab.cam.ac.uk/~qz280/talk/ssrmp-2020/slides.pdf3 Jun 2024: Qingyuan Zhao (Stats Lab) Causal Inference: An Introduction SSRMP 20 / 57. -
Bayesian Non-linear Statistical Inverse Problems
www.statslab.cam.ac.uk/~nickl/Site/__files/FINALBOOKPDF.pdf16 Jan 2024: 201.4.2 Remarks and comments. 20. 2 Global stability and posterior consistency. ... 4kG./ G.#/k2. L2.X;V/. ; (1.20). where. CU D1 eU. 2=2. 2U2:. -
Mendelian Randomization: Old and New Insights Qingyuan Zhao…
www.statslab.cam.ac.uk/~qz280/talk/epfl-2021/slides.pdf3 Jun 2024: 0.24. 0.28. 0.32. 0.36. 2 5 10 20 50 100 200. ... rs11191593. 0.35. 0.37. 0.39. 0.41. 2 5 10 20 50 100 200. -
www.statslab.cam.ac.uk/~qz280/talk/index.xml
www.statslab.cam.ac.uk/~qz280/talk/index.xml3 Jun 2024: ac.uk/qz280/talk/lse-2024/ Sensitivity analysis via stochastic programming https://www.statslab.cam.ac.uk/qz280/talk/icsds-2023/ Wed, 20 Dec 2023 13:10:00 0000 ... 2023 00:00:00 0000 https://www.statslab.cam.ac.uk/qz280/talk/jsm-2023/ Almost exact
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