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Randomization (project page) | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/project/randomization/3 Jun 2024: We apply ideas from post-selection inference to randomization tests for adaptive experiments. ... August 2022The meaning of randomization tests has become obscure in statistics education and practice over the last century. -
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. -
Useful links | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/links/3 Jun 2024: R Packages: Organize, Test, Document, and Share Your Code by Hadley Wickham. -
Research
www.statslab.cam.ac.uk/~rrw1/research.html20 Feb 2012: Research interests. Research interests. Communications networks:. Incentives for Large Peer-to-Peer Systems, C. Courcoubetis and R. R. Weber, IEEE Journal on Selected Areas in Communications (2006) 24, 1034-1049.> [J. Mundinger, R. R. Weber and G. -
CA$hMAN
www.statslab.cam.ac.uk/~frank/cashman.html24 Jul 2006: C. Courcoubetis, G.D. Stamoulis, C. Manolakis and F.P. Kelly. Telecommunications Systems, Special Issue on Network Economics. ... In "Internet Economics" (Editors Lee W. McKnight and Joseph P. Bailey) MIT Press, 1997. -
Rachel Kelz | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/rachel-kelz/3 Jun 2024: Falsification tests for instrumental variable designs with an application to tendency to operate. -
Discussion on (quasi-)randomization inference | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/post/randomization-hyunseung/3 Jun 2024: I personally think the Freedman and Lane’s example with “randomizing” gender makes the distinction between the classic randomization test and your quasi-randomization tests more clear than the example you ... Personally, I would define -
Road Pricing
www.statslab.cam.ac.uk/~frank/PAPERS/ingenia.html5 Apr 2022: So what is the problem with implementing road pricing? What are the challenges and, in particular, what technology, economic and network modelling issues need to be overcome to make it happen? -
What is a randomization test?
www.statslab.cam.ac.uk/~qz280/talk/toronto-2022/slides.pdf3 Jun 2024: Quasi-randomization tests: Permute time step, hospital ward, and/or crossover order. Qingyuan Zhao (University of Cambridge) What is a randomization test? ... Permutation tests for treatment effect in randomized experiments. This generalizes Fisher’s -
Statistics IB
www.statslab.cam.ac.uk/~sb2116/Statistics_IB/Correction 1: A note on the existence of likelihood ratio tests of any size. -
Clifford Paterson Lecture - further reading.
www.statslab.cam.ac.uk/~frank/CP/CPREAD/26 Apr 2009: The current draft of a paper on pricing and effective bandwidths that I presented at the recent Internet Economics Workshop. ... If you are interested in either of these areas, do let me know (atand Nicholas Economides' Economics of Networks' are sources -
A fun model to explain the surging popularity of Mendelian…
https://www.statslab.cam.ac.uk/~qz280/post/mr-vs-gwas-2021/3 Jun 2024: Let’s see how well this model stands the test of time. -
Discussion of Adaptive confidence intervals for the test error ...
www.statslab.cam.ac.uk/~rjs57/TestErrorCI.pdf11 Mar 2011: for the test error have poor coverage properties, and propose an innovative and effective. ... computational complexity. Such tests are available for the linear classifiers studied in the. -
John Aston's Home Page - FODAA
www.statslab.cam.ac.uk/~jada2/FODAA.html10 Jun 2021: JAD Aston, D Pigoli and S Tavakoli. Tests for separability in nonparametric covariance operators of random surfaces, Annals of Statistics, in press. -
Multiple conditional randomization tests
www.statslab.cam.ac.uk/~qz280/talk/berkeley-2021/slides.pdf3 Jun 2024: Slides: http://statslab.cam.ac.uk/qz280/. The role of randomization tests became obscure. Fisher (1935): To substitute t-test when normality is not true and to restore randomization as “thephysical ... Conditional randomization tests for discrete -
Tariffs, policing and admission control
www.statslab.cam.ac.uk/~frank/PAPERS/tariff.html19 Feb 2022: An earlier version of this paper was presented at the MIT Workshop on Internet Economics in March 1995. -
Richard Weber's Biography
www.statslab.cam.ac.uk/~rrw1/mystuff/biog.html27 Sep 2017: Hisand books range over the fields of applied probabilitiy, optimization, statistics, economics, and computer science. ... He has written on problems in stochastic scheduling, Gittins index, queueing theory, large deviations, stochastic networks, -
Selective Inference | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/selective-inference/3 Jun 2024: We apply ideas from post-selection inference to randomization tests for adaptive experiments. -
Mathematical Models in Finance
www.statslab.cam.ac.uk/~frank/finance.html15 Aug 2012: fertile interaction between economics and mathematics centred around martingale representations. ... that arise in economics concerning interacting systems of rational agents. -
Sensitivity Analysis | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/sensitivity-analysis/3 Jun 2024: It only tests the sharp null hypothesis; 3. It assumes treatment effect homogeneity to obtain a confidence interval of …. 2024. Powered by the Academic theme forCite. -
Review of elements of methodology for HS2 business case
www.statslab.cam.ac.uk/~frank/PAPERS/hs2.html31 Jul 2019: I was asked to review specific elements of the methodology used to estimate the economic benefits arising from High Speed 2. -
Challenges of road pricing
www.statslab.cam.ac.uk/~frank/TALKS/cwi2006.html21 Dec 2006: So what's the problem with implementing road pricing? This talk will outline some of the challenges, and, in particular, some of the technology, economic and network modelling issues. ... A. M. Odlyzko, Review of Network Economics 3 (2004) 323-346. -
On testing mean proportionality of multivariate normal variables |…
https://www.statslab.cam.ac.uk/~qz280/publication/proportionality-testing/3 Jun 2024: We show that the usual likelihood ratio χ2-test is valid non-asymptotically. ... Our proof relies on expressing the test statistic as the minimum eigenvalue of a Wishart variable and using a representation of its distribution using Legendre polynomials. -
Sensitivity analysis for inverse probability weighting estimators via …
https://www.statslab.cam.ac.uk/~qz280/publication/sensitivity-ipw/3 Jun 2024: It is mostly applicable to matched observational studies; 2. It only tests the sharp null hypothesis; 3. -
Selective Randomization Inference for Adaptive Experiments | Qingyuan …
https://www.statslab.cam.ac.uk/~qz280/publication/selective-randomization/3 Jun 2024: In a nutshell, our approach applies conditional post-selection inference to randomization tests. ... Lastly, we demonstrate our method and compare it with other randomization tests using synthetic and real-world data. -
A constructive approach to selective risk control | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/publication/selective-risk/3 Jun 2024: the null but also at other locations for free; (2) in the context of permutation tests, the BH procedure with exact permutation p-values can be well approximated by a procedure -
Mathematical modelling of the Internet
www.statslab.cam.ac.uk/~frank/mmi.html6 Sep 2012: The design and control of such networks present challenges of a mathematical, engineering and economic nature. -
Challenges of road pricing
www.statslab.cam.ac.uk/~frank/TALKS/sn2006.html4 Nov 2006: So what's the problem with implementing road pricing? This talk will outline some of the challenges, and, in particular, some of the technology, economic and network modelling issues. ... A. M. Odlyzko, Review of Network Economics 3 (2004) 323-346. -
Transport models
www.statslab.cam.ac.uk/~frank/TALKS/tranmod.html18 Dec 2004: A. M. Odlyzko. Review of Network Economics 3 (2004) 323-346. ... Studies in the Economics of Transportation. -
Mathematical modelling of the Internet
www.statslab.cam.ac.uk/~frank/TALKS/mi.html30 Aug 2002: The design and control of such networks present challenges of a mathematical, engineering and economic nature. -
Internet congestion control
www.statslab.cam.ac.uk/~frank/TALKS/icc.html13 Apr 2002: It provides a concrete, measurable example of an economic tatonnement process, with TCP's congestion avoidance algorithms playing the role of a Walrasian auctioneer' searching for market clearing allocations. -
Network routing
www.statslab.cam.ac.uk/~frank/PAPERS/nr.html8 Jun 2011: of physics and economics. -
Richard Weber's Publications
www.statslab.cam.ac.uk/~rrw1/publications/papers.html8 Nov 2013: In Second Workshop on the Economics of Peer-to-Peer Systems, Harvard University, 2004. ... C. Courcoubetis and R. R. Weber, Economic issues in shared infrastructures, IEEE/ACM Transactions on Networking, 20: 594-608, 2012. -
www.statslab.cam.ac.uk/~qz280/publication/index.xml
www.statslab.cam.ac.uk/~qz280/publication/index.xml3 Jun 2024: qz280/publication/pathgps/ Wed, 04 May 2022 00:00:00 0000 https://www.statslab.cam.ac.uk/qz280/publication/pathgps/ What is a randomization test? ... 21 Jul 2021 00:00:00 0000 https://www.statslab.cam.ac.uk/qz280/publication/fda-comment-2021/ Multiple -
How the Clinic Works | The Statistics Clinic
www.statslab.cam.ac.uk/clinic/service.html4 Jul 2024: Research. Show our clients novel, cutting edge methods that may be used to understand data better, make more precise predictions and test hypotheses more reliably. -
Dr Qingyuan Zhao | The Statistics Clinic
www.statslab.cam.ac.uk/clinic/person/qz2804 Jul 2024: 2023). (link to publication). What is a Randomization Test? Y Zhang, Q Zhao. – -
8. Lecture 9. Tests of goodness-of-fit and independence Lecture ...
www.statslab.cam.ac.uk/~sb2116/Statistics_IB/slides/S1B-17-09-fit-independence.pdf4 Feb 2020: Pearson’s Chi-squared tests. Example 9.1 continued using R:. chisq.test(n,p=ptilde). data: n. ... Goodness-of-fit of a fully-specified null distribution. Likelihood ratio tests. Pearson's Chi-squared tests. -
Practical: Randomization inference
www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/P1.pdf3 Jun 2024: Here are some points you mayconsider. • How do the two randomization tests compare with each other? ... Why?• How can you "invert" the randomization tests to obtain an interval estimator of the treatment. -
Confounder Adjustment in Multiple Hypothesis Testing
www.statslab.cam.ac.uk/~qz280/publication/cate/slides.pdf3 Jun 2024: Model andInference. Model andIdentifiability. Estimation. Hypothesis Tests. NumericalExamples. Summary. 12/49. Association test. ... Estimation. Hypothesis Tests. NumericalExamples. Summary. 38/49. Significance test for confounding. Theorem (Wang, Z., -
CAUSAL INFERENCE Part III / Michaelmas 2023Example Sheet 1 ...
www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/E1.pdf3 Jun 2024: Compare this with Fisher’s exact test in the randomization model discussedin lectures. ... i. This test should compare T with quantilesof the standard normal distribution after scaling. -
Multiple conditional randomization tests | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/talk/mcp-2022/3 Jun 2024: Search. Multiple conditional randomization tests. Date. 2022-08-31 1:45 PM — 2:15 PM. -
SISCER Module 12 Lecture 4: Matched Case-Control Studies
www.statslab.cam.ac.uk/~qz280/teaching/siscer-2023/L4.pdf3 Jun 2024: I Mantel–Haenszel test. I Logistic regression adjusting for treatment, stratum indicators (and potentiallyother covariates). ... multiple 22 tablesI Consider sensitivity analysis for Fisher’s exact test in one 22 table. -
www.statslab.cam.ac.uk/~qz280/index.xml
www.statslab.cam.ac.uk/~qz280/index.xml3 Jun 2024: or I would call them “tests of unusualness” or “tests of aberrance” or “test of fishiness”) as tests where the treatment (or any variable, for ... randomization tests creates a “control group of numbers” to -
Falsification tests for instrumental variable designs with an…
https://www.statslab.cam.ac.uk/~qz280/publication/iv-falsification/3 Jun 2024: Search. Falsification tests for instrumental variable designs with an application to tendency to operate. ... We demonstrate this test using an IV known as tendency to operate (TTO) from health services research. -
Professor Chris Rogers | Statistical Laboratory
www.statslab.cam.ac.uk/person/lcgr14 Jul 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. -
Dr Susan Pitts | Statistical Laboratory
www.statslab.cam.ac.uk/person/smp274 Jul 2024: E Frostig, SM Pitts, K Politis. – Insurance: Mathematics and Economics. ... SM Pitts, K Politis. – Insurance Mathematics and Economics. (2008). 42,. -
Talks
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). -
www.statslab.cam.ac.uk/~qz280/tag/freedman/index.xml
www.statslab.cam.ac.uk/~qz280/tag/freedman/index.xml3 Jun 2024: or I would call them “tests of unusualness” or “tests of aberrance” or “test of fishiness”) as tests where the treatment (or any variable, for ... randomization tests creates a “control group of numbers” to -
Rajen Shah's Home Page
www.statslab.cam.ac.uk/~rds37/30 May 2024: Shah, R. D. and Bühlmann, P. (2017) Goodness-of-fit tests for high-dimensional linear models. ... Shah, R. D. and Samworth, R. J. (2015) Discussion of An adaptive resampling test for detecting the presence of significant predictors by McKeague, I. -
Publications | Statistical Laboratory
www.statslab.cam.ac.uk/publications?page=1024 Jul 2024: Discussion of Adaptive confidence intervals for the test error in classification by Laber and Murphy.
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