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  2. Lecture Notes on Causal Inference(with corrections) Qingyuan Zhao May …

    https://www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/notes-2021.pdf
    3 Jun 2024: Economics. Maths. Engineering. Computer Science. 0% 20% 40% 60% 80% 100%. ... Using H0, we can impute all the missing potential outcomes (Table 2.2).Suppose A[n] in Table 2.2 is randomised by sampling without replacement (Exam-.
  3. Results that match 1 of 2 words

  4. Talks

    https://www.statslab.cam.ac.uk/~frank/TALKS/
    4 Jul 2024: MITACS meeting on Network and Internet Economics, Vancouver, May 2011. EURANDOM, Netherlands, April 2011. ... The Human Dimension of Risk, Cambridge, December 2010. Economic perspectives on congestion (abstracts).
  5. Group Members

    https://www.statslab.cam.ac.uk/~rjs57/Group.html
    18 Jun 2024: Yining Chen (Assistant Professor then Associate Professor, Department of Statistics, London School of Economics and Political Science). ... Tengyao Wang (Lecturer, Department of Statistical Science, University College London; Associate Professor, London
  6. Luke Barratt

    https://www.statslab.cam.ac.uk/~lab85/teaching.html
    31 Oct 2023: Part IB Statistics. Examples sheets. Past exam questions. Part II Principles of Statistics. Examples sheets. ... Past exam questions.
  7. MATHEMATICS OF MACHINE LEARNING Part IIRevision Sheet RDS/Lent 2024…

    https://www.statslab.cam.ac.uk/~rds37/teaching/machine_learning/revision.pdf
    9 Mar 2024: Bias–variance decomposition’ was explicitly added. From past exams then, the following questions should be accessible:.
  8. Curriculum Vitae

    https://www.statslab.cam.ac.uk/~qz280/files/cv.pdf
    20 Mar 2024: 2024 London School of Economics (Statistics Joint Econometrics and Statistics Seminar); Univer-sity of East Anglia. ... 15. Journal of the Americal Statistical Association. 16. Journal of Business & Economic Statistics.
  9. Frank Kelly's papers

    https://www.statslab.cam.ac.uk/~frank/PAPERS/
    30 Mar 2024: An earlier version was presented at the 15th ACM Conference on Economics and Computation, 2014. ... In "Internet Economics" (Editors Lee W. McKnight and Joseph P. Bailey) MIT Press, 1997.
  10. Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/
    3 Jun 2024: 2024-02-08 2:00 PM — 3:00 PM London School of Economics and Political Science (LSE).
  11. UNIVERSITY OF CAMBRIDGE Faculty of Mathematics SCHEDULES OF LECTURE…

    https://www.statslab.cam.ac.uk/~lab85/resources/schedules2324.pdf
    31 Oct 2023: In particular, it contains the schedules, or syllabus specifications, that define each course inthe undergraduate Tripos, and it contains detailed information about the structure and marking of exam-inations, and the ... then continue to work on the exam
  12. Causal interpretations of black-box models | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/publication/pdp/
    3 Jun 2024: Publication. Journal of Business & Economic Statistics (2019). 2024. Powered by the Academic theme forCite.
  13. Confounder selection via iterative graph expansion | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/talk/lse-2024/
    3 Jun 2024: Event. Joint Econometrics and Statistics Seinar. Location. London School of Economics and Political Science (LSE).
  14. Talks | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/talk/
    3 Jun 2024: 2024-02-08 2:00 PM — 3:00 PM London School of Economics and Political Science (LSE).
  15. A Novel Approach to Spatially Indexed Functional Data AnalysisLuke ...

    https://www.statslab.cam.ac.uk/~lab85/resources/RSS%20Poster%20-%20LA%20Barratt%20and%20JAD%20Aston.pdf
    31 Aug 2023: The spatial observation of functional data is also common in manyother fields, including meteorology, economics, neuroscience and ecology.
  16. Publications | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/publication/
    3 Jun 2024: Journal of Business & Economic Statistics (2019). Charles Zheng, Trevor Hastie, Robert Tibshirani (2016).
  17. SISCER Module 12 Lecture 5: Instrumental variables

    https://www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/L5.pdf
    3 Jun 2024: IV in Economics: Effect of military service on earnings (Angrist, 1990). ... American Economic Review, 80(3):313–336. Gamazon, E. R., , Wheeler, H. E., Shah, K.
  18. Sensitivity analysis via stochastic programming

    https://www.statslab.cam.ac.uk/~qz280/talk/icsds-2023/slides.pdf
    3 Jun 2024: Blattman, Christopher and Jeannie Annan (2010). “The Consequences of ChildSoldiering”. In: The Review of Economics and Statistics 92.4, pp. ... In:American Economic Review 93, pp. 126–132. Saltelli, Andrea et al. (2004).
  19. Sensitivity analysis for observational studies: Past, Present, and…

    https://www.statslab.cam.ac.uk/~qz280/talk/uea-2024/slides.pdf
    3 Jun 2024: Blattman, Christopher and Jeannie Annan (2010). “The Consequences of ChildSoldiering”. In: The Review of Economics and Statistics 92.4, pp. ... In:American Economic Review 93, pp. 126–132. Rosenbaum, P. R. (1987). “Sensitivity analysis for
  20. Mendelian randomization

    https://www.statslab.cam.ac.uk/~qz280/talk/mr-tutorial/slides.pdf
    3 Jun 2024: 7/40. IV in Economics: Effect of military service on earnings2. Lottery number Z Military service X Earning Y. ... administrative records. American Economic Review, 80(3), 313–336. 8/40. Results of the Vietnam-war lottery study.
  21. Will competition-winning methods for causal inference also succeed in …

    https://www.statslab.cam.ac.uk/~qz280/publication/acic-competition-comment/paper.pdf
    3 Jun 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.
  22. Sensitivity analysis for observational studies: Looking back and…

    https://www.statslab.cam.ac.uk/~qz280/talk/yale-biostats-2020-2/slides.pdf
    3 Jun 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.
  23. STATISTICAL MODELLING Part IIC, Michaelmas 2021 Practical 8:…

    https://www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/P8.pdf
    3 Jun 2024: The first row records the meeting of a male Economics student and a female Law student, which didnot result in a match (match is 0).
  24. SISCER Module 12 Lecture 6: Negative Controls and…

    https://www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/L6.pdf
    3 Jun 2024: 2020). Can labor market policies reduce deaths ofdespair? Journal of health economics, 74:102372.
  25. Causal Inference: An Introduction Qingyuan Zhao Statistical…

    https://www.statslab.cam.ac.uk/~qz280/talk/ssrmp-2020/slides.pdf
    3 Jun 2024: Economics, education, psychology, and other social sciences;. Artificial intelligence and computer science;. ... Examples in social sciences. 1 Economics: How does supply and demand (causally) depend on price?
  26. Confounder adjustment in large-scale linear structural models

    https://www.statslab.cam.ac.uk/~qz280/publication/cate-mutual-fund/slides.pdf
    3 Jun 2024: Journal of Financial Economics, 33(1).7. Carhart, M. M. (1997). “On persistence in mutual fund performance.” Journal of Finance, 52(1).
  27. CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS QINGYUAN ZHAO AND TREVOR…

    https://www.statslab.cam.ac.uk/~qz280/publication/pdp/paper.pdf
    3 Jun 2024: Hedonic housing prices and the demand for. clean air. Journal of environmental economics and management, 5(1):81–102, 1978. ... Journal of Economic Perspectives, 31(2):87–106, 2017. Judea Pearl. Comment: Graphical models, causality and intervention.
  28. Two-Sample Instrumental Variable Analysis: Challenges and Some…

    https://www.statslab.cam.ac.uk/~qz280/publication/two-sample-iv/slides.pdf
    3 Jun 2024: TheReview of Economics and Statistics, 92(3):557–561, 2010. M. Katan. Apoupoprotein e isoforms, serum cholesterol, and cancer.
  29. Causal Inference

    https://www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/slides.pdf
    3 Jun 2024: Judea Pearl (Turing Award, 2011); Joshua Angrist & Guido Imbens (Nobel Memorial Prize in Economics, 2021); James Robins, Miguel Hernán, Thomas Richardson, Andrea Rotnitzky, & Eric. ... Why is causal inference important? 1 Ubiquitous in many scientific

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