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Editorial: Special Issue on "Nonparametric Inference Under Shape …
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 -
Mendelian randomization
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. -
Regression tree algorithms with applications to missing…
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 -
createdbydvipdf
www.statslab.cam.ac.uk/~rrw1/research/K3%20revised.pdf17 Oct 2011: Thus the proof iscomplete if we can show that just the middle third of Ukx. ... The four possibly negative components of the middle third are shown above in bold and are. -
Will competition-winning methods for causal inference also succeed in …
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. -
Causal Inference: An Introduction Qingyuan Zhao Statistical…
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 -
PG5.dvi
www.statslab.cam.ac.uk/~rrw1/research/PG-Courcoubetis-Weber.pdf28 Jun 2006: Department of Computer Science, Athens University of Economics and Business, Patision 76, Athens10434, GR. ... References. [1] P. Antoniadis, C. Courcoubetis, and R. Mason. Comparing economic incentives in peer-to-peer networks. -
Probability Theory and Statistics in High and Infinite Dimensions ...
www.statslab.cam.ac.uk/~nickl/Site/__files/Abstracts.pdf19 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 -
Lecture Notes on Causal Inference(with corrections) Qingyuan Zhao May …
www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/notes-2021.pdf3 Jun 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. -
A Note on Waiting Times in Single Server Queues
www.statslab.cam.ac.uk/~rrw1/publications/Weber%201983%20A%20note%20on%20waiting%20times%20in%20single%20server%20queues.pdf15 Sep 2011: These estimates each lie in the middle of a 99% confidence interval of length 0.0008. ... 891-914]. Sensitivity Theory and Its Application to a Large Energy-Economics Model [pp. -
The Composition of the European Parliament
www.statslab.cam.ac.uk/~grg/papers/Composition2017-published.pdf25 Jun 2017: the indirect decision powers of the Union citizens. Citizens from middle-sized Member. ... The Cam-. bridge Compromise would transfer some of the representative weight from middle-sized. -
Sensitivity analysis for observational studies: Past, Present, and…
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. -
ON BAYESIAN INFERENCE FOR SOME STATISTICAL INVERSEPROBLEMS WITH…
www.statslab.cam.ac.uk/~nickl/Site/__files/bnews.pdf6 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 -
Sensitivity analysis for observational studies: Looking back and…
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. -
Stochastic Networks Conference, 2006
www.statslab.cam.ac.uk/~frank/TALKS/StochNet2006.pdf2 Jul 2006: Road Pricing: The Economic and Technical Possibilities. History • Pigou, Knight 1920s• Wardrop, Beckmann 1950s• Vickrey, Walter 1960s• Smeed Report, MoT 1964. ... Road Pricing: The Economic and Technical Possibilities. • Transport White Paper, -
9. Lecture 10. Tests of homogeneity, and connections toconfidence ...
www.statslab.cam.ac.uk/Dept/People/djsteaching/S1B-17-10-homogeneity-CIs.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 (1–56). -
• Ingenia 29
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. -
9. Lecture 10. Tests of homogeneity, and connections toconfidence ...
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). -
Causal Inference
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}. -
Practical: Matching/Weighting and Sensitivity Analysis
www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/P2.pdf3 Jun 2024: 1994), “Health behaviors and survival among middle aged and older menand women in the NHANES I Epidemiologic Follow-Up Study.”. ... Remark: For example, we can apply the Wilcoxon signed rank test, as follows. -
John Michael Hammersley JOHN MICHAEL HAMMERSLEY21 March 1920 — ...
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? -
0. Statistics 1B Statistics 1B 1 (1–1) 0. Lecture ...
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. -
oheads.dvi
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. -
A Conversation with Jon Wellner
www.statslab.cam.ac.uk/~rjs57/euclid.ss.1543482062.pdf29 Nov 2018: the 2008 Annals paper Jager and Wellner (2007)with Leah Jager on goodness of fit tests based onRényi divergences. ... figuring out newnonparametric confidence bands for distributionfunctions related to an intriguing test statistic dueto Berk and Jones. -
Harry Kesten (1931–2019) A personal and scientific tribute Geoffrey…
www.statslab.cam.ac.uk/~grg/papers/kesten-ams3-small.pdf20 Mar 2020: Middle years. Mark Kac visited Holland in 1955, and Harry had theopportunity to meet him at the Mathematical Centre.He wrote to Kac in January 1956 to enquire of agraduate fellowship ... Exciting and beau-tiful problems were formulated and solved, and con -
Optimization and Control Richard Weber, Lent Term 2016 Contents ...
www.statslab.cam.ac.uk/~rrw1/oc/oc2016.pdf8 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. -
Confounder adjustment in large-scale linear structural models
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). -
Biometrika (2015), 102, 2, pp. 315–323 doi:…
www.statslab.cam.ac.uk/~rjs57/Biometrika-2015-Yu-315-23.pdf23 Oct 2016: 3). If we are interested in the middle block of eigenvectors correspondingto those with corresponding eigenvalue 3 in , then for every orthogonal matrix Ô Rdd ,. ‖V̂ Ô V ‖F = 21/2‖ ... Fan and X. Han (arXiv: 1305.7007) on estimating the false -
Optimization and Control Richard Weber, Michaelmas Term 2014 Contents …
www.statslab.cam.ac.uk/~rrw1/oc/oc2014.pdf29 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. -
Journal of Machine Learning Research 15 (2014) 629-654 Submitted ...
www.statslab.cam.ac.uk/~rds37/papers/Shah%20Meinshausen%202013%20Random%20Intersection%20Trees27 May 2014: To evaluate the performance of Random Intersection Trees, we divide the documentsinto a training and test set with the first batch of 23, 149 documents as training and the. ... 645. Shah and Meinshausen. following 30000 documents as test documents. We -
Optimization and Control Contents Table of Contents i Schedules ...
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. -
A More General Pandora’s Rule Richard Weber, University of ...
www.statslab.cam.ac.uk/~rrw1/talks/LSEseminar13113.pdf14 Nov 2013: 5/57 ,. Varian’s problem: ‘economics and search’. Hal Varian (1999) put Weitzman’s problem like this:. ... If time for two books, show Lonely Planet. 6/57 ,. Varian’s problem: ‘economics and search’. -
Nonparametric Bernstein-von Mises theorems in Gaussian white noise
www.statslab.cam.ac.uk/~nickl/Site/__files/AOS1133.pdf28 Oct 2013: Bayesianinference on f is then entirely based on this posterior distribution—it gives accessto point estimates for f , credible sets and tests in a natural way. ... A frequentistgoodness of fit test of a null hypothesis H0 : f = f0 could, for instance, -
Two-Sample Instrumental Variable Analysis: Challenges and Some…
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. -
ks_nov99.dvi
www.statslab.cam.ac.uk/~frank/AUCTION/auction.pdf4 Nov 1999: resources: an experimental approach. Rand Journal of Economics 20 1–25. Bernheim, B.D., M. ... Bell Journal of Economics 13 402–417. Rothkopf, M.H., A. Pekeč, R.M. -
Probability About these notes. Many people have written excellent ...
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. -
1034 IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, VOL. ...
www.statslab.cam.ac.uk/~rrw1/publications/Courcoubetis%20-%20Weber%202006%20%20Incentives%20for%20large%20peer-to-peer%20systems.pdf15 Sep 2011: C. Courcoubetis is with the Athens University of Economics and Business,Athens 10434, Greece. ... Thisgreatly reduces the economic value of many new portable de-vices, such as PDAs, tablet computers, and smart-phones run-ning the IP protocol. -
Cluster detection in networks using percolation
www.statslab.cam.ac.uk/~grg/papers/BEJ412.pdf14 Mar 2013: 2]. Lemma 4. In path detection, the scan test is asymptotically powerful if. ... Then the test based on Sm(tm) is powerlessunder some additional conditions on F0. -
Markov Chains Course Blog
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. -
wiopt.dvi
www.statslab.cam.ac.uk/~rrw1/publications/Courcoubetis%20-%20Weber%202004%20Asymptotics%20for%20provisioning%20problems%20of%20peering%20wireless%20LANS%20with%20a%20large%20number%20of%20participants.pdf15 Sep 2011: In this paper we develop an economic model for sharing resources among WLANs. ... Our aim is to optimize participation rules to maximize economic efficiency and reducefree-riding. -
gc001085 1..24
www.statslab.cam.ac.uk/~rjs57/2005GC001085.pdf10 Nov 2012: of the similarities between the North Atlantic,Southern and Pacific Ocean composite recordsduring early and middle Miocene times. ... The Iceland-Faroe Ridge,and possibly also the Denmark Straits, probably layabove sea-level prior to middle Miocene -
BriefingPukelsheimGrimmettFinalVersion-4
www.statslab.cam.ac.uk/~grg/papers/BriefingPukelsheimGrimmettFinalVersion-4.pdf10 Feb 2017: The Cam-. bridge Compromise would transfer some of the representative weight from middle-sized. ... transfer some of the decision power from smaller and larger Member States to middle-sized. -
bomber12.dvi
www.statslab.cam.ac.uk/~rrw1/publications/weber-bomber_paper_draft4.pdf21 Oct 2011: In: Karreman H (ed) Stochastic. Optimization and Control, Wiley, pp 173–209Knapp KC, Olson LJ (1995) The economics of conjunctive groundwater management with stochastic surface sup-. ... plies. Journal of Environmental Economics and Management -
s.dvi
www.statslab.cam.ac.uk/~rrw1/stats/Sa5.pdf4 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). -
Mathematical Foundations of Infinite-Dimensional Statistical Models
www.statslab.cam.ac.uk/~nickl/Site/__files/FULLPDF.pdf25 Feb 2020: 8.1.1 Adaptive Testing with L2-Alternatives 6088.1.2 Adaptive Plug-in Tests for L-Alternatives 612. ... Thebasic information-theoretic ideas behind it are developed, and it is shown how statisticalinference procedures – estimators, tests and confidence -
Bayesian Non-linear Statistical Inverse Problems
www.statslab.cam.ac.uk/~nickl/Site/__files/FINALBOOKPDF.pdf16 Jan 2024: The statistical intuition behind this algorithm is simple: We compute the new(conditionally Gaussian) proposal sm and perform a likelihood ratio test against theprevious position #m of the Markov chain. ... D m0ıN and log N."/ D cNı2N , c > 0; constant -
book.dvi
www.statslab.cam.ac.uk/~frank/STOCHNET/LNSN_corr/book.pdf14 May 2016: constructs that parallel fundamental concepts from physics or economics. such as energy or price, and which allow us to reason about the systems we. ... some ideas from physics and economics. In our study of loss networks we will have seen a network -
Preprint 0 (2000) 1{22 1Telecommunication Systems, 15(3-4):323-343,…
www.statslab.cam.ac.uk/~rrw1/publications/Courcoubetis%20-%20Kelly%20-%20Siris%20-%20Weber%202000%20A%20study%20of%20simple%20charging%20schemes%20for%20broadband%20networks.pdf15 Sep 2011: To achieve economic eciency, it is necessary that usage-based charg-ing schemes capture the relative amount of resources used by connections. ... Fairness of charging schemesWe rst argue that charging in proportion to the actual eective bandwidthis -
notes.dvi
www.statslab.cam.ac.uk/~grg/papers/USstflour.pdf15 Aug 2012: obtained from L by placing a vertexin the middle of each edge, and calling two such vertices adjacent whenever thecorresponding edges of L share an endvertex). -
notes.dvi
www.statslab.cam.ac.uk/~grg/papers/USrednotes.pdf15 Aug 2012: obtained from L by placing a vertexin the middle of each edge, and calling two such vertices adjacent whenever thecorresponding edges of L share an endvertex).
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