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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. -
CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS QINGYUAN ZHAO AND TREVOR…
www.statslab.cam.ac.uk/~qz280/publication/pdp/paper.pdf3 Jun 2024: 1015. 2025. 3035. 40. Scatter plot. acceleration. mpg. 5 10 15 20 25. ... about. arXiv preprint arXiv:1903.10075, 2019. 20 CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS. -
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. -
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. -
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. -
Statistical modellingLecturer: Alberto J. Coca…
www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/notes_3Dec19.pdf3 Jun 2024: Generalised linear models (GLMs) are an instance of this. 20. Generalised linear models (preliminaries). -
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 -
Causal Inference
www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/slides.pdf3 Jun 2024: Qingyuan Zhao (University of Cambridge) Causal Inference MT2023 20 / 79. ... See Sec. 20.2 of van der Vaart,Asymptotic Statistics, CUP. Qingyuan Zhao (University of Cambridge) Causal Inference MT2023 68 / 79. -
www.statslab.cam.ac.uk/~qz280/tag/randomization-inference/index.xml
www.statslab.cam.ac.uk/~qz280/tag/randomization-inference/index.xml3 Jun 2024: Randomization Inference | Qingyuan Zhao https://www.statslab.cam.ac.uk/qz280/tag/randomization-inference/ Randomization Inference Source Themes Academic (https://sourcethemes.com/academic/) en-us 2024 Thu, 20 Apr 2023 ... inference/ Almost exact
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