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Sensitivity analysis via stochastic programming
https://www.statslab.cam.ac.uk/~qz280/talk/icsds-2023/slides.pdf22 Jul 2024: Example 1: Linear models with no closed-form solutions. Tobias Freidling and Qingyuan Zhao (2022). ... Dorn and Guo (2022) gave a closed-form solution to this linear stochastic program. -
Multiple conditional randomization tests
https://www.statslab.cam.ac.uk/~qz280/talk/ims-2022/slides.pdf22 Jul 2024: Qingyuan Zhao (University of Cambridge) Multiple conditional randomization tests June 27, 2022 @ IMS Annual Meeting 1 / 26. ... Qingyuan Zhao (University of Cambridge) Multiple conditional randomization tests June 27, 2022 @ IMS Annual Meeting 3 / 26. -
Sensitivity analysis for observational studies: Past, Present, and…
https://www.statslab.cam.ac.uk/~qz280/talk/uea-2024/slides.pdf22 Jul 2024: Example 1: Linear models with no closed-form solutions. Tobias Freidling and Qingyuan Zhao (2022). ... References III. Zhang, Yao and Qingyuan Zhao (2022). “Sharp Bounds and Semiparametric Inference in. -
Simultaneous Hypothesis Testing using Internal Negative Controls…
https://www.statslab.cam.ac.uk/~qz280/publication/ranc/slides.pdf22 Jul 2024: 2022) referred to internal negative control proteins as “false positives” and proteins under. ... Roquain, Electronic Journal of Statistics 16 (2022).12. W. Miao, Z. Geng, E. -
Randomization (project page) | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/project/randomization/22 Jul 2024: Although …. 2022-12-02 2:00 PM — 3:00 PM Imperial College, London. ... 2022-08-31 1:45 PM — 2:15 PM Bremen, Germany. 2022-06-27 5:10 PM — 5:30 PM London. -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=523 Jul 2024: Z Deng, R Ke, C-B Schonlieb, AI Aviles-Rivero. (2022). (link to publication). ... 2022). (link to publication). SCOTCH and SODA: A Transformer Video Shadow Detection Framework. -
SISCER Module 12 Lecture 6: Negative Controls and…
https://www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/L6.pdf22 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 -
SISCER Module 15 Practice 3: DID
https://www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/S4.pdf22 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## -
Causal Inference: An Introduction Qingyuan Zhao Statistical…
https://www.statslab.cam.ac.uk/~qz280/talk/ssrmp-2020/slides.pdf22 Jul 2024: Treatment A: Scholarship determined by test score A = I (X c).Outcome Y : Future test score. -
Fisher, Statistics, and Randomization
https://www.statslab.cam.ac.uk/~qz280/talk/fisher-2022/slides.pdf22 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. -
Two high-profile examples of selection bias Qingyuan Zhao Statistical …
https://www.statslab.cam.ac.uk/~qz280/talk/uw-csss-2022/slides.pdf22 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. -
Using Mendelian randomization to discover biological mechanisms
https://www.statslab.cam.ac.uk/~qz280/talk/jsm-2023/slides.pdf22 Jul 2024: PathGPS: Discovershared genetic architecture using biobank data. 2022. bioRxiv:10.1101/2022.05.01.490230. Outline. Mechanistic Heterogeneity. -
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 1 / 26. ... Qingyuan Zhao (University of Cambridge) Multiple conditional randomization tests August 31, 2022 @ MCP Conference 3 / 26. -
Design: The Elusive Principle of Statistics
https://www.statslab.cam.ac.uk/~qz280/talk/oxford-2024/slides.pdf22 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. -
SISCER Module 12 Lecture 2: Matching for Cohort Studies
https://www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/L2.pdf22 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. -
Almost Exact Mendelian Randomization Qingyuan Zhao Statistical…
https://www.statslab.cam.ac.uk/~qz280/talk/eurocim-2023/slides.pdf22 Jul 2024: Feb. 2022). “Mendelian Randomization”. In: Nature Reviews Methods Primers2.1, pp. 1–21. -
The Randomization Principle in Causal Inference: A Modern Look ...
https://www.statslab.cam.ac.uk/~qz280/talk/imperial-2022/slides.pdf22 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. -
How infectious was COVID-19 when it first circulated in Wuhan?
https://www.statslab.cam.ac.uk/~qz280/talk/corpus-masterclass-2022/slides.pdf22 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. -
CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS QINGYUAN ZHAO AND TREVOR…
https://www.statslab.cam.ac.uk/~qz280/publication/pdp/paper.pdf22 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-. -
SISCER Module 15 Practice 2: Matching/Weighting and Sensitivity…
https://www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/S2.pdf22 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## -
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: 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. -
CAUSAL INFERENCE - Example Sheet 3 Solutions J. Hera ...
https://www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/S3.pdf22 Jul 2024: 6. Influence Functions for Fun and Profit. Jay Kahn. First draft: July 10, 2015This draft: February 12, 2022. -
LMS NEWSLETTER http://newsletter.lms.ac.uk 22 Reports THE DAVID…
https://www.statslab.cam.ac.uk/~frank/TALKS/July-2016-lmsnewsletter.pdf17 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 -
Draft Memorial Tribute for the National Academy of Engineering ...
https://www.statslab.cam.ac.uk/~frank/PW/whittle_nae.pdf18 Aug 2021: the design of experiments. A travelling scholarship in 1949 took Peter to Uppsala, Sweden, for his doctoral work under. -
https://www.statslab.cam.ac.uk/~qz280/teaching/index.xml
https://www.statslab.cam.ac.uk/~qz280/teaching/index.xml22 Jul 2024: We also recommend you to use an integrated development environment like <a href="https://www.rstudio.com/" target="_blank" rel="noopener">RStudio</a>.</p> Statistical Modelling (Part II, Michaelmas 2022) ... www.statslab.cam.ac.uk/qz280/teaching/modelling -
Peter Whittle, 1927-2021 (Peter Whittle in 1985, by Peter ...
https://www.statslab.cam.ac.uk/~frank/PW/whittle_rss.pdf6 Sep 2021: literary style left a lasting impression. A travelling scholarship in 1949 took Peter to Uppsala, Sweden, for his doctoral work under. -
The inelastic market hypothesis explains many market anomalies
https://www.statslab.cam.ac.uk/~mike/QF2023/Bouchaud.pdf13 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. -
Curriculum Vitae
https://www.statslab.cam.ac.uk/~qz280/files/cv.pdf20 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. -
Causal Inference
https://www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/slides.pdf22 Jul 2024: Tchetgen Tchetgen (Rousseeuw Prize for Statistics, 2022). Qingyuan Zhao (University of Cambridge) Causal Inference MT2023 3 / 79. -
jmh_obit3.dvi
https://www.statslab.cam.ac.uk/~grg/papers/jmh_obit3.pdf14 May 2004: After a couple of attempts at the entrance examination, he was awardeda scholarship at Emmanuel College, Cambridge. -
CHURCHILL COLLEGEUNIVERSITY OF CAMBRIDGE ROLLO DAVIDSON TRUST Thomas…
https://www.statslab.cam.ac.uk/files/Rollo/Announcement22.pdf13 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. -
David George Kendall Probably taken around 1975 when DGK ...
https://www.statslab.cam.ac.uk/~grg/papers/dgkUS.pdf8 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 -
78 Paper 1, Section II29K Principles of Statistics (a) ...
https://www.statslab.cam.ac.uk/~lab85/resources/PoS2022.pdf28 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, -
39 Paper 1, Section I6H Statistics State the Rao-Blackwell ...
https://www.statslab.cam.ac.uk/~lab85/resources/Stats2022.pdf27 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 -
Sustainable finance and ESG investing Sense or nonsense Cambridge ...
https://www.statslab.cam.ac.uk/~mike/QF2023/Schoutens.pdf18 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. -
Filtering the covariance matrixof non-stationary systemswith constant …
https://www.statslab.cam.ac.uk/~mike/QF2023/Challet.pdf15 Apr 2023: Bongiorno, Micciché, Mantegna (2022) [link]. Build bootstraps of data matrix. Compute hierarchical clustering. ... B&Ch (2022)[arxiv 2112.07521]. -
PRINCIPLES OF STATISTICS – EXAMPLES 1/4 Part II, Michaelmas ...
https://www.statslab.cam.ac.uk/~lab85/resources/PoSM22a.pdf27 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. -
PRINCIPLES OF STATISTICS – EXAMPLES 3/4 Part II, Michaelmas ...
https://www.statslab.cam.ac.uk/~lab85/resources/PoSM22c.pdf27 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. -
PRINCIPLES OF STATISTICS – EXAMPLES 2/4 Part II, Michaelmas ...
https://www.statslab.cam.ac.uk/~lab85/resources/PoSM22b.pdf27 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. -
PRINCIPLES OF STATISTICS – EXAMPLES 4/4 Part II, Michaelmas ...
https://www.statslab.cam.ac.uk/~lab85/resources/PoSM22d.pdf27 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. -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=423 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 -
MATHEMATICS OF MACHINE LEARNING Part IIRevision Sheet RDS/Lent 2024…
https://www.statslab.cam.ac.uk/~rds37/teaching/machine_learning/revision.pdf9 Mar 2024: 2023: All questions. 2022: Paper 1 31J, Paper 4 30J. 2021: Paper 1 31J, Paper 2 31J. -
Deep calibration: The pointwise approach and old-fashioned SV models …
https://www.statslab.cam.ac.uk/~mike/QF2023/Bormetti.pdf13 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. -
Benchmarking stochastic optimization approaches for pension fund…
https://www.statslab.cam.ac.uk/~mike/QF2023/Consigli2.pdf14 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. -
Christian Bayer Title: Optimal stopping with signatures We propose ...
https://www.statslab.cam.ac.uk/~mike/QF2023/Abstracts.pdf12 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. -
SELECTED PROBLEMS IN PROBABILITY THEORY GEOFFREY R. GRIMMETT…
https://www.statslab.cam.ac.uk/~grg/papers/cb2.pdf14 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. -
Lecture Notes on Causal Inference(with corrections) Qingyuan Zhao May …
https://www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/notes-2021.pdf22 Jul 2024: Lecture Notes on Causal Inference(with corrections). Qingyuan Zhao. May 30, 2022. -
Volatility Is (Mostly) Path-Dependent Julien Guyon Ecole des Ponts ...
https://www.statslab.cam.ac.uk/~mike/QF2023/Guyon.pdf11 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. -
UNIVERSITY OF CAMBRIDGE Faculty of Mathematics SCHEDULES OF LECTURE…
https://www.statslab.cam.ac.uk/~lab85/resources/schedules2223.pdf27 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 -
Queueing Systems Vol. 100Special Issue: 100 views on queues ...
https://www.statslab.cam.ac.uk/~frank/PAPERS/QUESTA_2022/cuts.pdf25 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].
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