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  1. Fully-matching results

  2. Causal Inference: An Introduction Qingyuan Zhao Statistical…

    www.statslab.cam.ac.uk/~qz280/talk/ssrmp-2020/slides.pdf
    22 Jul 2024: Examples in social sciences. 1 Economics: How does supply and demand (causally) depend on price? ... Statistical inference: Approach 1. Randomisation inference (permutation test). Test the hypothesis H0 : A Y | X (or H0 : A Y if randomisation does
  3. Sensitivity analysis for observational studies: Past, Present, and…

    www.statslab.cam.ac.uk/~qz280/talk/uea-2024/slides.pdf
    22 Jul 2024: Solid curves: contours of likelihood ratio test. Dashed curves:. estimated ATE reduced by half. ... Blattman, Christopher and Jeannie Annan (2010). “The Consequences of ChildSoldiering”. In: The Review of Economics and Statistics 92.4, pp.
  4. Causal Inference

    www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/slides.pdf
    22 Jul 2024: Randomization inference: General tests. Randomization provides the “reasoned basis” for Fisher’s exact test. ... Randomization inference: F-test. Setting: Neyman-Rubin model, A = {0,1,. ,k 1}.
  5. Curriculum Vitae

    www.statslab.cam.ac.uk/~qz280/files/cv.pdf
    20 Mar 2024: arXiv: 2208.13871 [stat.ME]. 49. Y. Zhang and Q. Zhao, “Multiple conditional randomization tests,” 2021. ... 15. Journal of the Americal Statistical Association. 16. Journal of Business & Economic Statistics.
  6. Will competition-winning methods for causal inference also succeed in …

    www.statslab.cam.ac.uk/~qz280/publication/acic-competition-comment/paper.pdf
    22 Jul 2024: REFERENCES. Angrist, J. D. and Krueger, A. B. (1999). Empirical strategies in labor economics. ... TheAmerican Economic Review Papers and Proceedings 93 126-132. Keele, L. and Small, D.
  7. Sensitivity analysis for observational studies: Looking back and…

    www.statslab.cam.ac.uk/~qz280/talk/yale-biostats-2020-2/slides.pdf
    22 Jul 2024: The Reviewof Economics and Statistics, 92(4):882–898, 2010. doi:10.1162/REST a 00036. C. ... Biometrics, 69:803–811, 2013. G. W. Imbens. Sensitivity to exogeneity assumptions in program evaluation.American Economic Review, 93:126–132, 2003.
  8. ON BAYESIAN INFERENCE FOR SOME STATISTICAL INVERSEPROBLEMS WITH…

    www.statslab.cam.ac.uk/~nickl/Site/__files/bnews.pdf
    6 Nov 2017: Identifying the functional param-eters f1,f2 from some observations in such a diffusionmodel is of fundamental importance in many appli-cations in modern science, e.g., in biology, physicsand economics. ... general, non-linear, inverse problems. In Ray
  9. 8 Mar 2016: 22. 6.3 Optimal stopping over the infinite horizon. 23. 6.4 Example: sequential probability ratio test. ... 6516.2 Problems in which time appears explicitly. 6616.3 Example: monopolist. 6616.4 Example: neoclassical economic growth.
  10. 29 Nov 2014: 22. 6.3 Optimal stopping over the infinite horizon. 23. 6.4 Example: sequential probability ratio test. ... 6416.2 Problems in which time appears explicitly. 6516.3 Example: monopolist. 6516.4 Example: neoclassical economic growth.
  11. Correlation scenarios and correlation stress testing

    www.statslab.cam.ac.uk/~mike/QF2023/Packham.pdf
    14 Apr 2023: covariance matrix Σ.I For correlation stress test, need to consider portfolio variance. ... Natalie Packham. Professor of Mathematics and Statistics. Berlin School of Economics and Law.
  12. Probability Theory and Statistics in High and Infinite Dimensions ...

    www.statslab.cam.ac.uk/~nickl/Site/__files/Abstracts.pdf
    19 Jun 2014: Gaussian Approximations and Bootstrap with p >> n. Victor Chernozhukov. Victor Chernozhukov, Department of Economics, MIT, 50 Memorial Drive, E52-361B,. ... Gábor Lugosi. Gábor Lugosi, Department of Economics, Pompeu Fabra University, Ramon Trias
  13. Probability About these notes. Many people have written excellent ...

    www.statslab.cam.ac.uk/~rrw1/prob/prob-weber.pdf
    16 Sep 2019: Screening test.Simpson’s paradox. 6.1 Conditional probability. Suppose B is an event with P(B) > 0. ... However, the test yields a false positive rate of1% of the healthy persons tested.
  14. John Michael Hammersley JOHN MICHAEL HAMMERSLEY21 March 1920 — ...

    www.statslab.cam.ac.uk/~grg/papers/jmh_biom.pdf
    31 Aug 2007: He returned to Oxford in 1959 as Senior Research Officer at theInstitute of Economics and Statistics. ... be producedto order and if so how; can they be recognised and can we test that they are not im-posters?
  15. Confounder adjustment in large-scale linear structural models

    www.statslab.cam.ac.uk/~qz280/publication/cate-mutual-fund/slides.pdf
    22 Jul 2024: I In R, run summary(lm(YX)).I Equivalent to a two-sample t-test with equal variance. ... Journal of Financial Economics, 33(1).7. Carhart, M. M. (1997). “On persistence in mutual fund performance.” Journal of Finance, 52(1).
  16. Origins of scaling and power law fluctuations in acompetitive ...

    www.statslab.cam.ac.uk/~mike/QF2023/Tebaldi.pdf
    17 Apr 2023: 2 / 36. The challenge of Critical Phenomena in Economics. • Quantitative Finance community is setting new benchmarks and newchallenges to mainstream economic sciences! • ... Gabaix. 4 / 36. Normative vs Descriptive Models in Economics‘Economists
  17. 22 May 2013: 22. 6.3 Optimal stopping over the infinite horizon. 22. 6.4 Sequential Probability Ratio Test. ... 6615.4 Problems in which time appears explicitly. 6615.5 Example: monopolist. 6715.6 Example: neoclassical economic growth.
  18. CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS QINGYUAN ZHAO AND TREVOR…

    www.statslab.cam.ac.uk/~qz280/publication/pdp/paper.pdf
    22 Jul 2024: ICE is first introduced to discover. interaction between the predictor variables and visually test if the function g is additive. ... Journal of Economic Perspectives, 31(2):87–106, 2017. Judea Pearl. Comment: Graphical models, causality and
  19. 29 Nov 2018: Shape-constrained proce-dures are also commonly used in economics (Matzkin,1991, Varian, 1984) and survival analysis, for instancein the interval-censoring problem and hazard func-tion estimation; see the recent ... In the first part of the paper, applica
  20. Regression tree algorithms with applications to missing…

    www.statslab.cam.ac.uk/files/whittlelectures/Trees.pdf
    12 May 2022: The lectures will present a mix of theory, methodology, andapplications, including examples from economics, medicine, public health, and automo-tive engineering. ... Example with data from experiments on vehicle crash tests. Lecture 6 (May 25) Models for
  21. Two-Sample Instrumental Variable Analysis: Challenges and Some…

    www.statslab.cam.ac.uk/~qz280/publication/two-sample-iv/slides.pdf
    22 Jul 2024: Future work: Goodness-of-fit test of the statistical model. Good statistical fit more confidence in the results? ... TheReview of Economics and Statistics, 92(3):557–561, 2010. M. Katan. Apoupoprotein e isoforms, serum cholesterol, and cancer.
  22. 0. Statistics 1B Statistics 1B 1 (1–1) 0. Lecture ...

    www.statslab.cam.ac.uk/Dept/People/djsteaching/S1B-16-all-lectures-4.pdf
    11 Jan 2016: Examples are spam filters, text and speech recognition, machine learning,bioinformatics, health economics and (some) clinical trials.
  23. 15 Mar 2016: Also, λ. (b) 0. In light of Theorem 2.5, Lagrange multipliers are also known as shadow prices, dueto an economic interpretation of the problem to. ... to φ(b)/bi. In this context, complementaryslackness corresponds to the basic economic principle that
  24. 11 Apr 2023: Training set: 2000–18; test set: 2019–22. A very challenging test set! ... Due to the Covid-19 pandemic, the test setincludes very different volatility regimes.
  25. 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: The first approachtries to test the conditional independence A[n] Y[n](0) | X. ... A level-α randomisation test then rejects H0 if Pm α. 2.19 Theorem.
  26. • Ingenia 29

    www.statslab.cam.ac.uk/~frank/PAPERS/ingenia.pdf
    29 Dec 2006: What are the challenges and, in particular, whattechnology, economic and networkmodelling issues need to be overcome tomake it happen? ... of existing policy instrumentshave become apparent, and the economic damage ofcongestion is rapidly increasing.
  27. Benchmarking stochastic optimization approaches for pension fund…

    www.statslab.cam.ac.uk/~mike/QF2023/Consigli2.pdf
    14 Apr 2023: These preliminary results are in line with the in-sample tests and take fully into accountregulatory requirement and the complex PF liability structure. ... Computational tests. giorgio.consigli@ku.ac.ae. 38/39PFM methods’ benchmarking 14/04/2023
  28. oheads.dvi

    www.statslab.cam.ac.uk/~rrw1/stats/oheads.pdf
    18 Jan 2007: Economics 240 63 26 512 112 22. Engineering 164 52 32 972 252 26. ... check that lifespan is normally distributed about a mean. The. longevities for control and test groups were.
  29. MAHD-CV-26.3.2018 (002)

    www.statslab.cam.ac.uk/~mike/QF2023/MAHD-CV-26.3.2018.pdf
    4 Jul 2023: 1970-71 Visiting Senior Fellow, Manchester Business School. 1970 Visiting Professor of Mathematics and Economics, Institute for Quantitative Analysis of Social and Economic Policy, University of Toronto. ... 1978 D S Collat, Voting and the Formation of
  30. 24 Mar 2010: Theclass of log-concave densities has many attractive properties and has been well-studied, particularlyin the economics, sampling and reliability theory literature. ... See Bagnoli and Bergstrom(2005) for many other applications of log-concavity to
  31. STATISTICAL MODELLING Part IICPractical 8: Contingency tables and…

    www.statslab.cam.ac.uk/~rds37/teaching/statistical_modelling/Practical8.pdf
    11 Mar 2015: mod2 <- glm(Freq subject_msubject_f match, data=SD_subj, family=poisson). > anova(mod1, mod2, test="LR"). ... Therefore we can calculate the approximate p-value for the test above with. >
  32. s.dvi

    www.statslab.cam.ac.uk/~rrw1/stats/Sa5.pdf
    4 Dec 2008: 29. 7.2 The power of a test. 29. 7.3 Uniformly most powerful tests. ... 33. 8.2 Generalised likelihood ratio tests. 33. 8.3 Single sample: testing a given mean, known variance (z-test).
  33. Results that match 1 of 2 words

  34. What is a randomization test? | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/publication/single-crt/
    22 Jul 2024: A new term—‘quasi-randomization test’—is introduced to define significance tests based on theoretical models and distinguish these tests from the ‘randomization tests’ based on the physical act of randomization. ... The proposed terminology
  35. Multiple conditional randomization tests | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/talk/ims-2022/
    22 Jul 2024: Search. Multiple conditional randomization tests. Date. 2022-06-27 5:10 PM — 5:30 PM.
  36. What is a randomization test? | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/talk/toronto-2022/
    22 Jul 2024: Search. What is a randomization test? Date. 2022-03-23 2:00 PM — 3:00 PM.
  37. Multiple conditional randomization tests | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/publication/multiple-crts/
    22 Jul 2024: April 2021Abstract. We propose a general framework for (multiple) conditional randomization tests that incorporate several important ideas in the recent literature. ... We show that under a change of perspective, many existing statistical methods,
  38. Economic Benefits

    www.statslab.cam.ac.uk/~frank/PAPERS/deloitte.html
    15 May 2023: Measuring the Economic Benefits of Mathematical Sciences Research in the UK. ... Measuring the Economic Benefits of Mathematical Sciences Research in the UK,.
  39. www.statslab.cam.ac.uk/~qz280/talk/index.xml

    www.statslab.cam.ac.uk/~qz280/talk/index.xml
    22 Jul 2024: talk/ccaim-summer-school-2022/ Multiple conditional randomization tests https://www.statslab.cam.ac.uk/qz280/talk/mcp-2022/ Wed, 31 Aug 2022 13:45:00 0000 ... ac.uk/qz280/talk/mcp-2022/ Multiple conditional randomization tests
  40. Talks

    www.statslab.cam.ac.uk/~rrw1/talks/index.html
    18 Feb 2015: Economics Issues in Shared Shared Infrastructures, talk at talk to Cambridge Finance - Wharton workshop, 25 June, 2009.
  41. Genetics | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/tag/genetics/
    22 Jul 2024: invariance. This paper uses a generalized Stolarsky's invariance principle to approximate the permutation $p$-value for two-sample linear test statistics.
  42. Optimization

    www.statslab.cam.ac.uk/~rrw1/opt/index.html
    17 Oct 2014: Read more about the amusingincluding an overview of optimization, case studies, test problems, and much, much more.
  43. Permutation $p$-value approximation via generalized Stolarsky…

    https://www.statslab.cam.ac.uk/~qz280/publication/stolarsky/
    22 Jul 2024: March 2016Abstract. This paper uses a generalized Stolarsky’s invariance principle to approximate the permutation $p$-value for two-sample linear test statistics.
  44. Dylan Small | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/dylan-small/
    22 Jul 2024: Search. Dylan Small. Latest. 2024. Powered by the Academic theme forCite.
  45. The randomization principle in causal inference: A modern look at…

    https://www.statslab.cam.ac.uk/~qz280/talk/imperial-2022/
    22 Jul 2024: In the first part, I will use the potential outcomes framework to define the conditional randomization test, distinguish it with related ideas, and discuss some recent applications.
  46. Paul Rosenbaum | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/paul-rosenbaum/
    22 Jul 2024: Cross-screening in observational studies that test many hypotheses.
  47. Causal-Inference | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/tag/causal-inference/
    22 Jul 2024: We apply ideas from post-selection inference to randomization tests for adaptive experiments.
  48. Multiple conditional randomization tests | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/talk/mcp-2022/
    22 Jul 2024: Search. Multiple conditional randomization tests. Date. 2022-08-31 1:45 PM — 2:15 PM.
  49. A constructive approach to selective risk control | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/publication/selective-risk/
    22 Jul 2024: the null but also at other locations for free; (2) in the context of permutation tests, the BH procedure with exact permutation p-values can be well approximated by a procedure
  50. Luke Keele | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/luke-keele/
    22 Jul 2024: Search. Luke Keele. Latest. 2024. Powered by the Academic theme forCite.
  51. Rachel Kelz | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/rachel-kelz/
    22 Jul 2024: Falsification tests for instrumental variable designs with an application to tendency to operate.
  52. Sensitivity Analysis | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/tag/sensitivity-analysis/
    22 Jul 2024: It only tests the sharp null hypothesis; 3. It assumes treatment effect homogeneity to obtain a confidence interval of …. 2024. Powered by the Academic theme forCite.

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