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Mendelian randomization
https://www.statslab.cam.ac.uk/~qz280/talk/mr-tutorial/slides.pdf3 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. -
John Michael Hammersley JOHN MICHAEL HAMMERSLEY21 March 1920 — ...
https://www.statslab.cam.ac.uk/~grg/papers/jmh_biom.pdf31 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? -
Probability About these notes. Many people have written excellent ...
https://www.statslab.cam.ac.uk/~rrw1/prob/prob-weber.pdf16 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. -
STATISTICAL MODELLING Part IIC, Michaelmas 2021 Practical 8:…
https://www.statslab.cam.ac.uk/~qz280/teaching/modelling-2022/P8.pdf3 Jun 2024: 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. > -
Causal Inference: An Introduction Qingyuan Zhao Statistical…
https://www.statslab.cam.ac.uk/~qz280/talk/ssrmp-2020/slides.pdf3 Jun 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 -
Optimization and Control Contents Table of Contents i Schedules ...
https://www.statslab.cam.ac.uk/~rrw1/oc/oc2013.pdf22 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. -
Editorial: Special Issue on "Nonparametric Inference Under Shape …
https://www.statslab.cam.ac.uk/~rjs57/STS673.pdf29 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 -
Sensitivity analysis for observational studies: Past, Present, and…
https://www.statslab.cam.ac.uk/~qz280/talk/uea-2024/slides.pdf3 Jun 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. -
Regression tree algorithms with applications to missing…
https://www.statslab.cam.ac.uk/files/whittlelectures/Trees.pdf12 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 -
Will competition-winning methods for causal inference also succeed in …
https://www.statslab.cam.ac.uk/~qz280/publication/acic-competition-comment/paper.pdf3 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. -
Sensitivity analysis for observational studies: Looking back and…
https://www.statslab.cam.ac.uk/~qz280/talk/yale-biostats-2020-2/slides.pdf3 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. -
Markov Chains Course Blog
https://www.statslab.cam.ac.uk/~rrw1/markov/blog.html4 Sep 2012: statistics, economics and finance, social sciences, mathematical biology, games, music, baseball and text generation. ... can test your intuition and make good guesses about what might or might not be true. -
Causal Inference
https://www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/slides.pdf3 Jun 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}. -
0. Statistics 1B Statistics 1B 1 (1–1) 0. Lecture ...
https://www.statslab.cam.ac.uk/Dept/People/djsteaching/S1B-16-all-lectures-4.pdf11 Jan 2016: Examples are spam filters, text and speech recognition, machine learning,bioinformatics, health economics and (some) clinical trials. -
Mathematics of Operational Research Contents Table of Contents i ...
https://www.statslab.cam.ac.uk/~rrw1/mor/morweber.pdf15 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 -
• Ingenia 29
https://www.statslab.cam.ac.uk/~frank/PAPERS/ingenia.pdf29 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. -
Confounder adjustment in large-scale linear structural models
https://www.statslab.cam.ac.uk/~qz280/publication/cate-mutual-fund/slides.pdf3 Jun 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). -
CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS QINGYUAN ZHAO AND TREVOR…
https://www.statslab.cam.ac.uk/~qz280/publication/pdp/paper.pdf3 Jun 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 -
oheads.dvi
https://www.statslab.cam.ac.uk/~rrw1/stats/oheads.pdf18 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. -
Two-Sample Instrumental Variable Analysis: Challenges and Some…
https://www.statslab.cam.ac.uk/~qz280/publication/two-sample-iv/slides.pdf3 Jun 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.
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