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Sensitivity analysis for observational studies: Past, Present, and…
https://www.statslab.cam.ac.uk/~qz280/talk/uea-2024/slides.pdf22 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. -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=4723 Jul 2024: Is equal to. Is not earlier than. Is between. And. Adaptive Confidence Intervals for the Test Error in Classification Comment. ... 914. (doi: 10.1198/jasa.2011.tm11321). Economic Issues in Shared Infrastructures. C Courcoubetis, R Weber. – -
9. Lecture 10. Tests of homogeneity, and connections toconfidence ...
https://www.statslab.cam.ac.uk/Dept/People/djsteaching/S1B-17-10-homogeneity-CIs-4.pdf20 Feb 2017: Tests of homogeneity, and connections to confidence intervals 10.1. Tests of homogeneity. ... Lecture 10. Tests of homogeneity, and connections to confidence intervals 2 (1–9). -
Will competition-winning methods for causal inference also succeed in …
https://www.statslab.cam.ac.uk/~qz280/publication/acic-competition-comment/paper.pdf22 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. -
Sensitivity analysis for observational studies: Looking back and…
https://www.statslab.cam.ac.uk/~qz280/talk/yale-biostats-2020-2/slides.pdf22 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. -
Optimization and Control
https://www.statslab.cam.ac.uk/~rrw1/oc/index.html14 Jan 2016: 6.4 Example: sequential probability ratio test. 6.5 Example: prospecting. 7 Bandit Processes and the Gittins Index. ... 16.3 Example: monopolist. 16.4 Example: neoclassical economic growth. 16.5 Diffusion processes. -
Causal Inference
https://www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/slides.pdf22 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}. -
Confounder adjustment in large-scale linear structural models
https://www.statslab.cam.ac.uk/~qz280/publication/cate-mutual-fund/slides.pdf22 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). -
CAUSAL INTERPRETATIONS OF BLACK-BOX MODELS QINGYUAN ZHAO AND TREVOR…
https://www.statslab.cam.ac.uk/~qz280/publication/pdp/paper.pdf22 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 -
Maximum likelihood estimation of a multidimensional log-concave…
https://www.statslab.cam.ac.uk/~rjs57/CSSFinalLV.pdf24 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
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