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History of the Statistical Laboratory | Statistical Laboratory
www.statslab.cam.ac.uk/history-statistical-laboratory8 May 2024: However, Jim Durbin emphasises that, for the 1947/8 Diploma, the real problem, at least for him, was the seven-hour practical exam. ... the practical exam being the most important part of the whole affair, had failed the Diploma. -
Lecture Notes on Causal Inference(with corrections) Qingyuan Zhao May …
www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/notes-2021.pdf5 Apr 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-. Results that match 1 of 2 words
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Professor Chris Rogers | Statistical Laboratory
www.statslab.cam.ac.uk/person/lcgr18 May 2024: LCG Rogers. – Decisions in Economics and Finance. (2018). 41,. 447. ... 2018). 51,. 898. (doi: 10.1239/jap/1421763316). Combining different models. LCG Rogers. – Mathematics and Financial Economics. -
Testimonials from Our Clients | The Statistics Clinic
www.statslab.cam.ac.uk/clinic/testimonials.html8 May 2024: Heather, Department of Economics). Thank you, what a great free service for us "lost" biologists to be able to more accurately understand our data and hopefully avoid wrong interpretations. -
Frank Kelly's papers
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. -
Publications | Statistical Laboratory
www.statslab.cam.ac.uk/publications?cid=2092072041&clv=1&kw=%E9%80%8F%E6%B0%A3%E9%9E%8B&p=%E9%80%8F%E6%B0%A3%E9%9E%8B&page=478 May 2024: Etanercept, infliximab and adalimumab for the treatment of psoriatic arthritis: a systematic review and economic evaluation. ... R Weber. – Annals of Operations Research. (2011). 1. Etanercept, infliximab and adalimumab for the treatment of psoriatic -
Dr Susan Pitts | Statistical Laboratory
www.statslab.cam.ac.uk/person/smp278 May 2024: E Frostig, SM Pitts, K Politis. – Insurance: Mathematics and Economics. ... SM Pitts, K Politis. – Insurance Mathematics and Economics. (2008). 42,. -
Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/29 Apr 2024: 2024-02-08 2:00 PM — 3:00 PM London School of Economics and Political Science (LSE). -
Professor Ioannis Kontoyiannis | Statistical Laboratory
www.statslab.cam.ac.uk/person/ik3558 May 2024: Between 2005 and 2021 he was with the Department of Informatics of the Athens University of Economics and Business. -
Confounder selection via iterative graph expansion | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/talk/lse-2024/29 Apr 2024: Event. Joint Econometrics and Statistics Seinar. Location. London School of Economics and Political Science (LSE). -
Causal interpretations of black-box models | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/publication/pdp/29 Apr 2024: Publication. Journal of Business & Economic Statistics (2019). 2024. Powered by the Academic theme forCite. -
Talks | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/talk/29 Apr 2024: 2024-02-08 2:00 PM — 3:00 PM London School of Economics and Political Science (LSE). -
Publications | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/publication/29 Apr 2024: Journal of Business & Economic Statistics (2019). Charles Zheng, Trevor Hastie, Robert Tibshirani (2016). -
Publications | Statistical Laboratory
www.statslab.cam.ac.uk/publications?cid=2092072041&clv=1&kw=%E9%80%8F%E6%B0%A3%E9%9E%8B&p=%E9%80%8F%E6%B0%A3%E9%9E%8B&page=428 May 2024: Arxiv preprint arxiv:1106.3546. (2012). 316,. 809. (doi: 10.1007/s00220-012-1552-6). Incorporation of uncertainty in health economic modelling studies. ... PharmacoEconomics. (2012). 23,. 853. (doi: 10.2165/00019053-200523080-00010). Incorporation of -
Publications | Statistical Laboratory
www.statslab.cam.ac.uk/publications?cid=2092073491&clv=1&kw=%E9%80%8F%E6%B0%A3%E9%9E%8B&p=%E9%80%8F%E6%B0%A3%E9%9E%8B&page=568 May 2024: SM Pitts, K Politis. – Insurance Mathematics and Economics. (2008). 42,. ... LCG Rogers. – Mathematics and Financial Economics. (2008). 2,. 1071. Differential equation approximations for Markov chains. -
Publications | Statistical Laboratory
www.statslab.cam.ac.uk/publications?cid=2092072041&clv=1&kw=%E9%80%8F%E6%B0%A3%E9%9E%8B&p=%E9%80%8F%E6%B0%A3%E9%9E%8B&page=458 May 2024: EJVES Extra. (2011). 42,. 427. (doi: 10.1016/j.ejvs.2011.05.009). Probabilistic sensitivity analysis in health economics. ... 914. (doi: 10.1198/jasa.2011.tm11321). Economic issues in shared infrastructures. C Courcoubetis, R Weber. – -
Publications | Statistical Laboratory
www.statslab.cam.ac.uk/publications?cid=2092072041&clv=1&kw=%E9%80%8F%E6%B0%A3%E9%9E%8B&p=%E9%80%8F%E6%B0%A3%E9%9E%8B&page=408 May 2024: doi: 10.1214/11-AOP729). Modelling trigonometric seasonal components for monthly economic time series. ... I Hindrayanto, JAD Aston, SJ Koopman, M Ooms. – Applied Economics. -
SISCER Module 12 Lecture 5: Instrumental variables
www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/L5.pdf5 Apr 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. -
Sensitivity analysis via stochastic programming
www.statslab.cam.ac.uk/~qz280/talk/icsds-2023/slides.pdf5 Apr 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). -
MATHEMATICS OF MACHINE LEARNING Part IIRevision Sheet RDS/Lent 2024…
www.statslab.cam.ac.uk/~rds37/teaching/machine_learning/revision.pdf9 Mar 2024: Bias–variance decomposition’ was explicitly added. From past exams then, the following questions should be accessible:. -
Publications | Statistical Laboratory
www.statslab.cam.ac.uk/publications?cid=2092073491&clv=1&kw=%E9%80%8F%E6%B0%A3%E9%9E%8B&p=%E9%80%8F%E6%B0%A3%E9%9E%8B&page=528 May 2024: Optimal and robust contracts for a risk-constrained principal. LCG Rogers. – Mathematics and Financial Economics. -
Publications | Statistical Laboratory
www.statslab.cam.ac.uk/publications?cid=2092072041&clv=1&kw=%E9%80%8F%E6%B0%A3%E9%9E%8B&p=%E9%80%8F%E6%B0%A3%E9%9E%8B&page=488 May 2024: RH Wang, JAD Aston, CD Fuh. – Computational Economics. (2010). 36,. -
Publications | Statistical Laboratory
www.statslab.cam.ac.uk/publications?cid=2092073491&clv=1&kw=%E9%80%8F%E6%B0%A3%E9%9E%8B&p=%E9%80%8F%E6%B0%A3%E9%9E%8B&page=598 May 2024: 1131. (doi: 10.1080/02664760600747002). Health economics and the search for shunt-responsive symptomatic hydrocephalus in the elderly. -
Publications | Statistical Laboratory
www.statslab.cam.ac.uk/publications?cid=2092072041&clv=1&kw=%E9%80%8F%E6%B0%A3%E9%9E%8B&p=%E9%80%8F%E6%B0%A3%E9%9E%8B&page=468 May 2024: K Nishide, LCG Rogers. – Mathematics and Financial Economics. (2011). 5,. -
Curriculum Vitae
www.statslab.cam.ac.uk/~qz280/files/cv.pdf20 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. -
Publications | Statistical Laboratory
www.statslab.cam.ac.uk/publications?cid=2092072041&clv=1&kw=%E9%80%8F%E6%B0%A3%E9%9E%8B&p=%E9%80%8F%E6%B0%A3%E9%9E%8B&page=518 May 2024: 28,. 3562. (doi: 10.1002/sim.3722). Economic issues in shared infrastructures. C Courcoubetis, RR Weber. – -
Publications | Statistical Laboratory
www.statslab.cam.ac.uk/publications?cid=2092072041&clv=1&kw=%E9%80%8F%E6%B0%A3%E9%9E%8B&p=%E9%80%8F%E6%B0%A3%E9%9E%8B&page=438 May 2024: E Frostig, SM Pitts, K Politis. – Insurance: Mathematics and Economics. -
Sensitivity analysis for observational studies: Past, Present, and…
www.statslab.cam.ac.uk/~qz280/talk/uea-2024/slides.pdf5 Apr 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 -
Publications | Statistical Laboratory
www.statslab.cam.ac.uk/publications?cid=2092072041&clv=1&kw=%E9%80%8F%E6%B0%A3%E9%9E%8B&p=%E9%80%8F%E6%B0%A3%E9%9E%8B&page=248 May 2024: 64,. 77. (doi: 10.1109/tit.2016.2620470). Combining different models. LCG Rogers. – Mathematics and Financial Economics. -
Mendelian randomization
www.statslab.cam.ac.uk/~qz280/talk/mr-tutorial/slides.pdf5 Apr 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. -
Publications | Statistical Laboratory
www.statslab.cam.ac.uk/publications?cid=2092072041&clv=1&kw=%E9%80%8F%E6%B0%A3%E9%9E%8B&p=%E9%80%8F%E6%B0%A3%E9%9E%8B&page=218 May 2024: LCG Rogers. – Decisions in Economics and Finance. (2018). 41,. 447. -
Publications | Statistical Laboratory
www.statslab.cam.ac.uk/publications?cid=2092072041&clv=1&kw=%E9%80%8F%E6%B0%A3%E9%9E%8B&p=%E9%80%8F%E6%B0%A3%E9%9E%8B&page=188 May 2024: Journal of business & economic statistics : a publication of the American Statistical Association. -
Publications | Statistical Laboratory
www.statslab.cam.ac.uk/publications?clv=0&kw=%E9%80%8F%E6%B0%A3%E9%9E%8B&p=%E9%80%8F%E6%B0%A3%E9%9E%8B&refine=-prop_3%2C-prop_2&sort=etime&page=608 May 2024: MJ Sculpher, MJ Buxton, BA Ferguson, DJ Spiegelhalter, AJ Kirby. – Health Economics. -
Publications | Statistical Laboratory
www.statslab.cam.ac.uk/publications?clv=0&kw=%E9%80%8F%E6%B0%A3%E9%9E%8B&p=%E9%80%8F%E6%B0%A3%E9%9E%8B&refine=-prop_3%2C-prop_2&sort=etime&page=788 May 2024: FP Kelly. – INTERNET ECONOMICS. (1997). 253. (link to publication). Setting the minimal metrically detectable change on disability rating scales. -
Publications | Statistical Laboratory
www.statslab.cam.ac.uk/publications?clv=0&kw=%E9%80%8F%E6%B0%A3%E9%9E%8B&p=%E9%80%8F%E6%B0%A3%E9%9E%8B&refine=-prop_3%2C-prop_2&sort=etime&page=728 May 2024: LCG Rogers, W Stummer. – Insurance Mathematics and Economics. (2000). 27,. -
Will competition-winning methods for causal inference also succeed in …
www.statslab.cam.ac.uk/~qz280/publication/acic-competition-comment/paper.pdf5 Apr 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. -
Sensitivity analysis for observational studies: Looking back and…
www.statslab.cam.ac.uk/~qz280/talk/yale-biostats-2020-2/slides.pdf5 Apr 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. -
STATISTICAL MODELLING Part IIC, Michaelmas 2021 Practical 8:…
www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/P8.pdf5 Apr 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). -
SISCER Module 12 Lecture 6: Negative Controls and…
www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/L6.pdf5 Apr 2024: 2020). Can labor market policies reduce deaths ofdespair? Journal of health economics, 74:102372. -
Confounder adjustment in large-scale linear structural models
www.statslab.cam.ac.uk/~qz280/publication/cate-mutual-fund/slides.pdf5 Apr 2024: Journal of Financial Economics, 33(1).7. Carhart, M. M. (1997). “On persistence in mutual fund performance.” Journal of Finance, 52(1). -
Causal Inference: An Introduction Qingyuan Zhao Statistical…
www.statslab.cam.ac.uk/~qz280/talk/ssrmp-2020/slides.pdf5 Apr 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? -
Two-Sample Instrumental Variable Analysis: Challenges and Some…
www.statslab.cam.ac.uk/~qz280/publication/two-sample-iv/slides.pdf5 Apr 2024: TheReview of Economics and Statistics, 92(3):557–561, 2010. M. Katan. Apoupoprotein e isoforms, serum cholesterol, and cancer. -
CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS QINGYUAN ZHAO AND TREVOR…
www.statslab.cam.ac.uk/~qz280/publication/pdp/paper.pdf5 Apr 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. -
Causal Inference
www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/slides.pdf5 Apr 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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