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  2. SISCER Module 12 Lecture 6: Negative Controls and…

    www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/L6.pdf
    22 Jul 2024: 2018) and Roth et al. (2022) for difference-in-differences. 1Acknowledgement: This lecture is built in part upon lecture notes from Xu Shi (UMich) and Linbo Wang(U Toronto). ... 2022). The role of placebo samples in observational studies. arXiv
  3. SISCER Module 15 Practice 3: DID

    www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/S4.pdf
    22 Jul 2024: July 2022. 1. library(tidyverse). ## -- Attaching packages --------------------------------------- tidyverse 1.3.1 --. ## v ggplot2 3.3.6 v purrr 0.3.4## v tibble 3.1.7 v dplyr 1.0.9##
  4. Causal Inference: An Introduction Qingyuan Zhao Statistical…

    www.statslab.cam.ac.uk/~qz280/talk/ssrmp-2020/slides.pdf
    22 Jul 2024: Treatment A: Scholarship determined by test score A = I (X c).Outcome Y : Future test score.
  5. Fisher, Statistics, and Randomization

    www.statslab.cam.ac.uk/~qz280/talk/fisher-2022/slides.pdf
    22 Jul 2024: Qingyuan Zhao (University of Cambridge) Fisher, Statistics, and Randomization April 22, 2022 3 / 37. ... Qingyuan Zhao (University of Cambridge) Fisher, Statistics, and Randomization April 22, 2022 6 / 37.
  6. Two high-profile examples of selection bias Qingyuan Zhao Statistical …

    www.statslab.cam.ac.uk/~qz280/talk/uw-csss-2022/slides.pdf
    22 Jul 2024: May 11, 2022 @ CSSS Seminar, University of Washington. Selection bias: An umbrella term. ... Cambridge) Two high-profile examples of selection bias May 11, 2022 16 / 29.
  7. Using Mendelian randomization to discover biological mechanisms

    www.statslab.cam.ac.uk/~qz280/talk/jsm-2023/slides.pdf
    22 Jul 2024: PathGPS: Discovershared genetic architecture using biobank data. 2022. bioRxiv:10.1101/2022.05.01.490230. Outline. Mechanistic Heterogeneity.
  8. Multiple conditional randomization tests

    www.statslab.cam.ac.uk/~qz280/talk/mcp-2022/slides.pdf
    22 Jul 2024: Qingyuan Zhao (University of Cambridge) Multiple conditional randomization tests August 31, 2022 @ MCP Conference 1 / 26. ... Qingyuan Zhao (University of Cambridge) Multiple conditional randomization tests August 31, 2022 @ MCP Conference 3 / 26.
  9. Design: The Elusive Principle of Statistics

    www.statslab.cam.ac.uk/~qz280/talk/oxford-2024/slides.pdf
    22 Jul 2024: In: Annals of Applied Statistics 15.1, pp. 363–390. doi:10.1214/20-aoas1401. Qingyuan Zhao (2022). ... 2022). “A Causal Framework for Observational Studies of Discrimination”. In:Statistics and Public Policy 9.1, pp.
  10. SISCER Module 12 Lecture 2: Matching for Cohort Studies

    www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/L2.pdf
    22 Jul 2024: 2022). 11 / 29. Observational studies and causal inference Basics of matching Various issues and techniques in matching References. ... 2022). On the statistical role of inexact matching in observational studies.Biometrika, page asac066.
  11. Almost Exact Mendelian Randomization Qingyuan Zhao Statistical…

    www.statslab.cam.ac.uk/~qz280/talk/eurocim-2023/slides.pdf
    22 Jul 2024: Feb. 2022). “Mendelian Randomization”. In: Nature Reviews Methods Primers2.1, pp. 1–21.
  12. The Randomization Principle in Causal Inference: A Modern Look ...

    www.statslab.cam.ac.uk/~qz280/talk/imperial-2022/slides.pdf
    22 Jul 2024: Qingyuan Zhao. Statistical Laboratory, University of Cambridge. 2 December, 2022 @ Imperial College, London. ... Never very popular.). Qingyuan Zhao (Cambridge) Randomization 2 December, 2022 @ Imperial College, London 1 / 23.
  13. How infectious was COVID-19 when it first circulated in Wuhan?

    www.statslab.cam.ac.uk/~qz280/talk/corpus-masterclass-2022/slides.pdf
    22 Jul 2024: 23rd March 2022 1 / 16. Introduction. About me. I am a mathematician/statistician by training. ... Jan 20, 2020). Qingyuan Zhao How infectious was COVID-19? 23rd March 2022 2 / 16.
  14. CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS QINGYUAN ZHAO AND TREVOR…

    www.statslab.cam.ac.uk/~qz280/publication/pdp/paper.pdf
    22 Jul 2024: 2022. 2426. 28. Random Forest. acceleration. mpg. 5 10 15 20 25. ... 2022. 2426. 28. BART. acceleration. mpg. (a) Scatter plot and partial dependence plots using dif-.
  15. SISCER Module 15 Practice 2: Matching/Weighting and Sensitivity…

    www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/S2.pdf
    22 Jul 2024: July 2022. 1. library(tidyverse). ## -- Attaching packages --------------------------------------- tidyverse 1.3.1 --. ## v ggplot2 3.3.6 v purrr 0.3.4## v tibble 3.1.7 v dplyr 1.0.9##
  16. LMS NEWSLETTER http://newsletter.lms.ac.uk 22 Reports THE DAVID…

    www.statslab.cam.ac.uk/~frank/TALKS/July-2016-lmsnewsletter.pdf
    17 Jul 2016: Rebecca WatersIMA Editorial OfficerMathematics Today. CECIL KING TRAVEL SCHOLARSHIP Report. I used the Cecil King Travel Scholarship to travel to visit Sheehan Olver at the Uni-versity of Sydney for three
  17. Draft Memorial Tribute for the National Academy of Engineering ...

    www.statslab.cam.ac.uk/~frank/PW/whittle_nae.pdf
    18 Aug 2021: the design of experiments. A travelling scholarship in 1949 took Peter to Uppsala, Sweden, for his doctoral work under.
  18. www.statslab.cam.ac.uk/~qz280/author/yao-zhang/index.xml

    www.statslab.cam.ac.uk/~qz280/author/yao-zhang/index.xml
    22 Jul 2024: Yao Zhang | Qingyuan Zhao https://www.statslab.cam.ac.uk/qz280/author/yao-zhang/ Yao Zhang Source Themes Academic (https://sourcethemes.com/academic/) en-us 2024 Wed, 09 Nov 2022 ... zhang/ Bounds and semiparametric inference in $L.Inf$- and
  19. Machine Learning meets Biostatistics IIA crash course on Causal ...

    www.statslab.cam.ac.uk/~qz280/talk/ccaim-summer-school-2022/slides.pdf
    22 Jul 2024: by SUTVA). Qingyuan Zhao (Stats Lab, Cambridge) Causal Inference September, 2022 9 / 28. ... Verify conditional independence by graph separation. Qingyuan Zhao (Stats Lab, Cambridge) Causal Inference September, 2022 14 / 28.
  20. CAUSAL INFERENCE - Example Sheet 3 Solutions J. Hera ...

    www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/S3.pdf
    22 Jul 2024: 6. Influence Functions for Fun and Profit. Jay Kahn. First draft: July 10, 2015This draft: February 12, 2022.
  21. Peter Whittle, 1927-2021 (Peter Whittle in 1985, by Peter ...

    www.statslab.cam.ac.uk/~frank/PW/whittle_rss.pdf
    6 Sep 2021: literary style left a lasting impression. A travelling scholarship in 1949 took Peter to Uppsala, Sweden, for his doctoral work under.
  22. The inelastic market hypothesis explains many market anomalies

    www.statslab.cam.ac.uk/~mike/QF2023/Bouchaud.pdf
    13 Apr 2023: CFM. www.cfm.fr CFM 2022 7. The “Inelastic Market Hypothesis”(Gabaix – Koijen). ... IMH explains much more than EMH. CFM 2022 16. CFM. www.cfm.fr.
  23. Curriculum Vitae

    www.statslab.cam.ac.uk/~qz280/files/cv.pdf
    20 Mar 2024: Full courses1. Statistical Modelling (Part II), University of Cambridge, Michaelmas 2020, 2021, 2022. ... 2. Causal Inference (Part III), University of Cambridge, Michaelmas 2019, 2020, 2021, 2022.
  24. jmh_obit3.dvi

    www.statslab.cam.ac.uk/~grg/papers/jmh_obit3.pdf
    14 May 2004: After a couple of attempts at the entrance examination, he was awardeda scholarship at Emmanuel College, Cambridge.
  25. Causal Inference

    www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/slides.pdf
    22 Jul 2024: Tchetgen Tchetgen (Rousseeuw Prize for Statistics, 2022). Qingyuan Zhao (University of Cambridge) Causal Inference MT2023 3 / 79.
  26. CHURCHILL COLLEGEUNIVERSITY OF CAMBRIDGE ROLLO DAVIDSON TRUST Thomas…

    www.statslab.cam.ac.uk/files/Rollo/Announcement22.pdf
    13 Jul 2022: The Rollo Davidson Trustees give notice of the award of the 2022 Thomas BondSprague Prize for the Master of Mathematics/Master of Advanced Studies in Mathematicsexaminations, to. ... James Norris. Chair, Rollo Davidson Trust. 8 July 2022.
  27. 78 Paper 1, Section II29K Principles of Statistics (a) ...

    www.statslab.cam.ac.uk/~lab85/resources/PoS2022.pdf
    28 Apr 2023: 78. Paper 1, Section II29K Principles of Statistics. (a) Suppose that Θ is an open subset of Rp, that Φ : Θ R is continuouslydifferentiable at some θ0 Θ, and that {θ̂n}n>1 is a sequence of random vectors in Rpsatisfying. n(θ̂n θ0) d Z,
  28. David George Kendall Probably taken around 1975 when DGK ...

    www.statslab.cam.ac.uk/~grg/papers/dgkUS.pdf
    8 Aug 2008: Gonville and CaiusCollege’s offer of an Exhibition could not be accepted on financial grounds, and insteadhe accepted in 1936 a (closed) Hastings Scholarship at Queen’s College, Oxford, wherehis tutor
  29. 39 Paper 1, Section I6H Statistics State the Rao-Blackwell ...

    www.statslab.cam.ac.uk/~lab85/resources/Stats2022.pdf
    27 Apr 2023: 39. Paper 1, Section I6H Statistics. State the Rao-Blackwell theorem. Suppose X1,X2,. ,Xn are i.i.d. Geometric(p) random variables; i.e., X1 is distrib-uted as the number of failures before the first success in a sequence of i.i.d. Bernoulli
  30. Sustainable finance and ESG investing Sense or nonsense Cambridge ...

    www.statslab.cam.ac.uk/~mike/QF2023/Schoutens.pdf
    18 Apr 2023: Source: https://www.blackrock.com/corporate/investor-relations/larry-fink-ceo-letter. LARRY FINK'S 2022 LETTER TO CEOS:. A recent study of U.S.
  31. 15 Apr 2023: Bongiorno, Micciché, Mantegna (2022) [link]. Build bootstraps of data matrix. Compute hierarchical clustering. ... B&Ch (2022)[arxiv 2112.07521].
  32. PRINCIPLES OF STATISTICS – EXAMPLES 1/4 Part II, Michaelmas ...

    www.statslab.cam.ac.uk/~lab85/resources/PoSM22a.pdf
    27 Apr 2023: PRINCIPLES OF STATISTICS – EXAMPLES 1/4. Part II, Michaelmas 2022, Po-Ling Loh (email: pll28@cam.ac.uk)Questions by courtesy of Richard Nickl.
  33. PRINCIPLES OF STATISTICS – EXAMPLES 3/4 Part II, Michaelmas ...

    www.statslab.cam.ac.uk/~lab85/resources/PoSM22c.pdf
    27 Apr 2023: PRINCIPLES OF STATISTICS – EXAMPLES 3/4. Part II, Michaelmas 2022, Po-Ling Loh (email: pll28@cam.ac.uk)Questions by courtesy of Richard Nickl.
  34. PRINCIPLES OF STATISTICS – EXAMPLES 2/4 Part II, Michaelmas ...

    www.statslab.cam.ac.uk/~lab85/resources/PoSM22b.pdf
    27 Apr 2023: PRINCIPLES OF STATISTICS – EXAMPLES 2/4. Part II, Michaelmas 2022, Po-Ling Loh (email: pll28@cam.ac.uk)Questions by courtesy of Richard Nickl.
  35. PRINCIPLES OF STATISTICS – EXAMPLES 4/4 Part II, Michaelmas ...

    www.statslab.cam.ac.uk/~lab85/resources/PoSM22d.pdf
    27 Apr 2023: PRINCIPLES OF STATISTICS – EXAMPLES 4/4. Part II, Michaelmas 2022, Po-Ling Loh (email: pll28@cam.ac.uk)Questions by courtesy of Richard Nickl.
  36. Publications | Statistical Laboratory

    www.statslab.cam.ac.uk/publications?page=4
    24 Jul 2024: 2023). 381,. 20220150. (doi: 10.1098/rsta.2022.0150). Learning Homeomorphic Image Registration via Conformal-Invariant Hyperelastic Regularisation. ... 2022). 26,. 1031. (doi: 10.4171/jems/1304). Truly Bayesian Entropy Estimation. I Papageorgiou, I
  37. MATHEMATICS OF MACHINE LEARNING Part IIRevision Sheet RDS/Lent 2024…

    www.statslab.cam.ac.uk/~rds37/teaching/machine_learning/revision.pdf
    9 Mar 2024: 2023: All questions. 2022: Paper 1 31J, Paper 4 30J. 2021: Paper 1 31J, Paper 2 31J.
  38. 13 Apr 2023: Volatility is (mostly) path-dependentGuyon and Lekeufack (2022). Available at SSRN4174589. dS(t). ... Volatility is (mostly) path-dependent: A remarkGuyon and Lekeufack (2022). Available at SSRN4174589.
  39. Benchmarking stochastic optimization approaches for pension fund…

    www.statslab.cam.ac.uk/~mike/QF2023/Consigli2.pdf
    14 Apr 2023: A combination of MSP and DSC a project in collaboration with B.Ji, Z.Chen and Z.Yan,published on Quantitative Finance (2022). ... A given policy in the form of a linear feedback rule canbe considered (Lauria et al, 2022) through the updating Kt.
  40. Christian Bayer Title: Optimal stopping with signatures We propose ...

    www.statslab.cam.ac.uk/~mike/QF2023/Abstracts.pdf
    12 Apr 2023: In 2022 100y bonds were exhibiting price swings larger than in many speculative stocks while yields were still in a relatively confined range.
  41. 14 May 2022: Enhancements 97. Mobile stochastic epidemics 118. Acknowledgements 12References 12. Date: 9 April 2022.1. ... 25] , Weighted self-avoiding walks, J. Alg. Comb. 52 (2020), 77–102.[26] , Hyperbolic site percolation, (2022), https://arxiv.org/abs/2203.
  42. 11 Apr 2023: 2020-05. 2020-09. 2021-01. 2021-05. 2021-09. 2022-01. 2022-05. 10. 20. 30. 40. ... 2020-05. 2020-09. 2021-01. 2021-05. 2021-09. 2022-01. 2022-05. 0. 20. 40. 60.
  43. UNIVERSITY OF CAMBRIDGE Faculty of Mathematics SCHEDULES OF LECTURE…

    www.statslab.cam.ac.uk/~lab85/resources/schedules2223.pdf
    27 Apr 2023: FOR THE MATHEMATICAL TRIPOS 2022/2023. TERM COURSES. 24 24 24 241 GROUPS VECTORS AND MATRICES NUMBERS AND SETS(4) DIFFERENTIAL EQUATIONS. ... Given the current public heath situation, it is the working assumption of theFaculty that lectures and
  44. Queueing Systems Vol. 100Special Issue: 100 views on queues ...

    www.statslab.cam.ac.uk/~frank/PAPERS/QUESTA_2022/cuts.pdf
    25 Aug 2022: Frank Kelly. August 25, 2022. 1 Introduction. The decarbonisation of electricity networks gives rise to many interesting problemsfor mathematical scientists, reviewed in [1, 2].
  45. Lecture Notes on Causal Inference(with corrections) Qingyuan Zhao May …

    www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/notes-2021.pdf
    22 Jul 2024: Lecture Notes on Causal Inference(with corrections). Qingyuan Zhao. May 30, 2022.
  46. Michael's major contributions to stochastic optimization and…

    www.statslab.cam.ac.uk/~mike/QF2023/Consigli1.pdf
    18 Apr 2023: Hutton(1999)] and commodity derivatives[MAHD with Medova and Tang(2018), MAHD and K.Tang(2022)]. ... The stochastic models and pricing approaches developed for commodity markets[MAHD and K.Tang(2015), MAHD and K.Tang(2022)].
  47. THE WORK OF HUGO DUMINIL-COPIN GEOFFREY R. GRIMMETT Abstract. ...

    www.statslab.cam.ac.uk/~grg/papers/duminil-bio2022.pdf
    5 Jul 2022: THE WORK OF HUGO DUMINIL-COPIN. GEOFFREY R. GRIMMETT. Abstract. This article is an account of the scientific work of HugoDuminil-Copin at the time of his award in 2022 of ... The fundamental models. Date: July 5, 2022.1. 2 GEOFFREY R. GRIMMETT.
  48. www.statslab.cam.ac.uk/~qz280/author/ting-ye/index.xml

    www.statslab.cam.ac.uk/~qz280/author/ting-ye/index.xml
    22 Jul 2024: Ting Ye | Qingyuan Zhao https://www.statslab.cam.ac.uk/qz280/author/ting-ye/ Ting Ye Source Themes Academic (https://sourcethemes.com/academic/) en-us 2024 Tue, 11 Oct 2022 ... ye/ A unified analysis of regression adjustment in randomized experiments
  49. 5 May 2022: matching lattice-pairs”, 2022), we obtain for transitive G that the strict inequality. ... Thecurrent work has two linked objectives. Date: 2 March 2022, revised 4 May 2022.
  50. NON-SELF-TOUCHING PATHS IN PLANE GRAPHS GEOFFREY R. GRIMMETT…

    www.statslab.cam.ac.uk/~grg/papers/qt-matching7.pdf
    12 Feb 2024: NON-SELF-TOUCHING PATHS IN PLANE GRAPHS. GEOFFREY R. GRIMMETT. Abstract. A path in a graph G is called non-self-touching if two vertices areneighbours in the path if and only if they are neighbours in the graph. We in-vestigate the existence of
  51. Origins of scaling and power law fluctuations in acompetitive ...

    www.statslab.cam.ac.uk/~mike/QF2023/Tebaldi.pdf
    17 Apr 2023: 25 / 36. Backward Multiscale Autoregressive dynamics. • Madan and Wang (2022) state that risk neutral variance termstructures are characterized by their time elasticities:.

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