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https://www.statslab.cam.ac.uk/~qz280/tag/causal-inference/index.xml
https://www.statslab.cam.ac.uk/~qz280/tag/causal-inference/index.xml27 Jul 2024: Sep 2022 13:00:00 0000 https://www.statslab.cam.ac.uk/qz280/talk/ccaim-summer-school-2022/ Multiple conditional randomization tests ... qz280/publication/almost-exact-mr/ Wed, 31 Aug 2022 10:21:40 0200 -
Rajen Shah's Home Page
https://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
https://www.statslab.cam.ac.uk/publications?page=10228 Jul 2024: Discussion of Adaptive confidence intervals for the test error in classification by Laber and Murphy. -
https://www.statslab.cam.ac.uk/~qz280/tag/instrumental-variables/index…
https://www.statslab.cam.ac.uk/~qz280/tag/instrumental-variables/index.xml27 Jul 2024: tests for instrumental variable designs with an application to tendency to operate https://www.statslab.cam.ac.uk/qz280/publication/iv-falsification/ Wed, 01 Aug 2018 00:00:00 0000 -
Confounder selection via iterative graph expansion | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/talk/lse-2024/27 Jul 2024: Event. Joint Econometrics and Statistics Seinar. Location. London School of Economics and Political Science (LSE). -
Useful Statistical Resources | The Statistics Clinic
https://www.statslab.cam.ac.uk/clinic/resources.html28 Jul 2024: Part IB Statistics, lectured by Prof David Spiegelhalter: basic concepts in statistics including maximum likelihood estimators, confidence intervals, hypothesis testing, contingency tables, goodness-of-fit tests and linear models. -
Qingyuan Zhao | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/qingyuan-zhao/27 Jul 2024: Search. Qingyuan Zhao. University Associate Professor in Statistics. I am a University Associate Professor of Statistics in the Statistical Laboratory, Department of Pure Mathematics and Mathematical Statistics (DPMMS) at University of Cambridge, a -
Yao Zhang | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/yao-zhang/27 Jul 2024: Search. Yao Zhang. Latest. 2024. Powered by the Academic theme forCite. -
Randomization Inference | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/randomization-inference/27 Jul 2024: The meaning of randomization tests has become obscure in statistics education and practice over the last century. ... A new term---'quasi-randomization test'---is …. We propose a general framework for (multiple) conditional randomization tests that -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=2028 Jul 2024: Journal of business & economic statistics : a publication of the American Statistical Association. -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=10128 Jul 2024: Is equal to. Is not earlier than. Is between. And. A test for normality against symmetric alternatives. -
https://www.statslab.cam.ac.uk/~qz280/tag/mendelian-randomization/inde…
https://www.statslab.cam.ac.uk/~qz280/tag/mendelian-randomization/index.xml27 Jul 2024: well this model stands the test of time.</p> Seeking a summer research intern (EXPIRED) https://www.statslab.cam.ac.uk/qz280/post/summer-intern-2021/ Fri, 29 Jan 2021 -
Multiple conditional randomization tests
https://www.statslab.cam.ac.uk/~qz280/talk/ims-2022/slides.pdf27 Jul 2024: This is a permutation test, although resampling is not needed. Qingyuan Zhao (University of Cambridge) Multiple conditional randomization tests June 27, 2022 @ IMS Annual Meeting 14 / 26. ... Permutation tests for treatment effect in randomizedexperiments -
Luke Keele | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/luke-keele/27 Jul 2024: Search. Luke Keele. Latest. 2024. Powered by the Academic theme forCite. -
The origin of randomization | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/post/randomization-origin/27 Jul 2024: to provide a basis for exact tests of significance and related interval estimates. {{% ... be applied to test the significance of the observed difference between the averages of plots treated differently. -
Rachel Kelz | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/rachel-kelz/27 Jul 2024: Falsification tests for instrumental variable designs with an application to tendency to operate. -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=328 Jul 2024: doi: 10.1093/mnras/stad1590). What is a Randomization Test? Y Zhang, Q Zhao. – ... J Am Stat Assoc. (2023). 119,. 1461. (doi: 10.1080/01621459.2023.2199962). Temporally Causal Discovery Tests for Discrete Time Series and Neural Spike Trains. -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=128 Jul 2024: 2024). 405,. 74. (doi: 10.1007/s00220-024-04960-5). Temporally Causal Discovery Tests for Discrete Time Series and Neural Spike Trains. -
Economic Issues in Shared Infrastructures Richard Weber Statistical…
https://www.statslab.cam.ac.uk/~rrw1/talks/visa.pdf24 Nov 2010: Our infrastructure optimization problem. The problem of economics for infrastructure optimization is asfollows. ... The problem of economics for infrastructure optimization is asfollows. I Say how the infrastructure will be operated for possible subsetof -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=928 Jul 2024: 2021). 508,. 4310. (doi: 10.1093/mnras/stab2849). Optimal rates for independence testing via $U$-statistic permutation tests. -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=8828 Jul 2024: 1992). 74,. 40. (link to publication). PREQUENTIAL TESTS OF MODEL FIT. -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=5028 Jul 2024: 1767. (doi: 10.1214/09-aos766). Likelihood Ratio Tests With Three-Way Tables. PE Cheng, M Liou, JAD Aston. – -
Permutation $p$-value approximation via generalized Stolarsky…
https://www.statslab.cam.ac.uk/~qz280/publication/stolarsky/27 Jul 2024: March 2016Abstract. This paper uses a generalized Stolarsky’s invariance principle to approximate the permutation $p$-value for two-sample linear test statistics. -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=9728 Jul 2024: RR WEBER. – Operations Research. (1983). 31,. 950. (doi: 10.1287/opre.31.5.950). Diagnostic tests of distributional shape. -
Discussion on (quasi-)randomization inference | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/post/randomization-hyunseung/27 Jul 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 -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=8128 Jul 2024: Test. (1995). 4,. 263. (doi: 10.1007/bf02562628). Blood cyclosporine concentrations and cytomegalovirus infection following heart transplantation. -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=10028 Jul 2024: Is equal to. Is not earlier than. Is between. And. An omnibus test for normality for small samples. -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=3828 Jul 2024: Acta biomaterialia. (2014). 10,. 5055. (doi: 10.1016/j.actbio.2014.09.001). Efficiency of change point tests in high dimensional settings. -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=728 Jul 2024: 2022). 118,. 2370. (doi: 10.1080/01621459.2022.2049278). What is a randomization test? Y Zhang, Q Zhao. -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=3928 Jul 2024: JAD Aston. – TEST. (2014). 23,. 256. (doi: 10.1007/s11749-014-0369-3). A permuted random walk exits faster. -
The randomization principle in causal inference: A modern look at…
https://www.statslab.cam.ac.uk/~qz280/talk/imperial-2022/27 Jul 2024: In the first part, I will use the potential outcomes framework to define the conditional randomization test, distinguish it with related ideas, and discuss some recent applications. -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=5628 Jul 2024: AP Dawid. – TEST. (2008). 17,. 243. (doi: 10.1007/s11749-008-0118-6). How to interpret your dot: Decoding the message of clinical performance indicators. -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=1128 Jul 2024: eLife. (2021). 10,. e58361. (doi: 10.7554/ELIFE.58361). Multiple conditional randomization tests for lagged and spillover treatment effects. -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=2428 Jul 2024: 713. (doi: 10.1080/01621459.2018.1429277). Cross-Screening in Observational Studies That Test Many Hypotheses. -
Publications | Statistical Laboratory
https://www.statslab.cam.ac.uk/publications?page=1828 Jul 2024: 2019). 22,. 2. (doi: 10.1007/978-981-32-9593-3). The Conditional Permutation Test for Independence While Controlling for Confounders. -
Statistics
https://www.statslab.cam.ac.uk/~rrw1/stats/index.html31 Jul 2013: lecture 13). Factor analysis and the Myers-Briggs test. (Lecture 14). Discriminant analysis, principal components, bootstrap. ... One in 750,000? One in 20,000? One in 15,000,000? Wikipedai entriies of some famous statisticians: Bayes (Bayesian inference) -
Paul Rosenbaum | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/author/paul-rosenbaum/27 Jul 2024: Cross-screening in observational studies that test many hypotheses. -
Causal-Inference | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/causal-inference/27 Jul 2024: We apply ideas from post-selection inference to randomization tests for adaptive experiments. -
A constructive approach to selective risk control | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/publication/selective-risk/27 Jul 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 -
Research
https://www.statslab.cam.ac.uk/~rjs57/Research.html15 Jul 2024: J. (2015) Invited discussion of An adaptive resampling test for detecting the presence of significant predictors by I. ... Samworth, R. and Johnson, O. (2005) The empirical process in Mallows distance, with application to goodness-of-fit tests. -
Talks
https://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). -
Selective Inference | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/selective-inference/27 Jul 2024: We apply ideas from post-selection inference to randomization tests for adaptive experiments. -
Sensitivity Analysis | Qingyuan Zhao
https://www.statslab.cam.ac.uk/~qz280/tag/sensitivity-analysis/27 Jul 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. -
On testing mean proportionality of multivariate normal variables |…
https://www.statslab.cam.ac.uk/~qz280/publication/proportionality-testing/27 Jul 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. -
Selective Randomization Inference for Adaptive Experiments | Qingyuan …
https://www.statslab.cam.ac.uk/~qz280/publication/selective-randomization/27 Jul 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. -
Sensitivity analysis for inverse probability weighting estimators via …
https://www.statslab.cam.ac.uk/~qz280/publication/sensitivity-ipw/27 Jul 2024: It is mostly applicable to matched observational studies; 2. It only tests the sharp null hypothesis; 3. -
Richard Nickl’s Publications Page Books [A] Mathematical foundations…
https://www.statslab.cam.ac.uk/~nickl/Site/publications.html23 Jul 2024: 34] Inference on covariance operators via concentration inequalities: k-sample tests, classification, and clustering via Rademacher complexities. ... Löffler). TEST 26 (2017) 731-733. -
A fun model to explain the surging popularity of Mendelian…
https://www.statslab.cam.ac.uk/~qz280/post/mr-vs-gwas-2021/27 Jul 2024: Let’s see how well this model stands the test of time. -
What is a randomization test?
https://www.statslab.cam.ac.uk/~qz280/talk/toronto-2022/slides.pdf27 Jul 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 -
Frank Kelly's papers
https://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.
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