Xiao-Li Meng - Publications

Affiliations: 
University of Chicago, Chicago, IL 
Area:
Statistics, Mathematics

42 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Chen Y, Meng X, Wang X, van Dyk DA, Marshall HL, Kashyap VL. Calibration Concordance for Astronomical Instruments via Multiplicative Shrinkage Journal of the American Statistical Association. 114: 1018-1037. DOI: 10.1080/01621459.2018.1528978  0.616
2018 Meng X. Statistical paradises and paradoxes in big data (I): Law of large populations, big data paradox, and the 2016 US presidential election The Annals of Applied Statistics. 12: 685-726. DOI: 10.1214/18-Aoas1161Sf  0.306
2018 Tak H, Meng X, van Dyk DA. A Repelling–Attracting Metropolis Algorithm for Multimodality Journal of Computational and Graphical Statistics. 27: 479-490. DOI: 10.1080/10618600.2017.1415911  0.62
2018 Meng X. Conducting Highly Principled Data Science: A Statistician's Job and Joy Statistics & Probability Letters. 136: 51-57. DOI: 10.1016/J.Spl.2018.02.053  0.304
2017 Tak H, Mandel K, Dyk DAv, Kashyap VL, Meng X, Siemiginowska A. Bayesian estimates of astronomical time delays between gravitationally lensed stochastic light curves The Annals of Applied Statistics. 11: 1309-1348. DOI: 10.1214/17-Aoas1027  0.335
2016 Yin D, Li L, Song X, Li H, Wang J, Ju W, Qu X, Song D, Liu Y, Meng X, Cao H, Song W, Meng R, Liu J, Li J, et al. A novel multi-epitope recombined protein for diagnosis of human brucellosis. Bmc Infectious Diseases. 16: 219. PMID 27206475 DOI: 10.1186/s12879-016-1552-9  0.401
2014 Xu J, Van Dyk DA, Kashyap VL, Siemiginowska A, Connors A, Drake J, Meng XL, Ratzlaff P, Yu Y. A fully Bayesian method for jointly fitting instrumental calibration and x-ray spectral models Astrophysical Journal. 794. DOI: 10.1088/0004-637X/794/2/97  0.664
2014 Meng X, Xie X. I Got More Data, My Model is More Refined, but My Estimator is Getting Worse! Am I Just Dumb? Econometric Reviews. 33: 218-250. DOI: 10.1080/07474938.2013.808567  0.388
2014 Liu K, Meng X. Comment: A Fruitful Resolution to Simpson’s Paradox via Multiresolution Inference The American Statistician. 68: 17-29. DOI: 10.1080/00031305.2014.876842  0.317
2013 Liu J, Meng X, Chen C, Alegria M. Statistics Can Lie But Can Also Correct for Lies: Reducing Response Bias in NLAAS via Bayesian Imputation Statistics and Its Interface. 6: 387-398. DOI: 10.4310/Sii.2013.V6.N3.A9  0.332
2013 Stein NM, Meng XL. Practical perfect sampling using composite bounding chains: The Dirichlet-multinomial model Biometrika. 100: 817-830. DOI: 10.1093/Biomet/Ast024  0.37
2013 Xu X, Meng X, Yu Y. Thank God That Regressing Y on X is Not the Same as Regressing X on Y: Direct and Indirect Residual Augmentations Journal of Computational and Graphical Statistics. 22: 598-622. DOI: 10.1080/10618600.2013.794702  0.35
2012 Meng XL. You want me to analyze data I don't have? Are you insane? Shanghai Archives of Psychiatry. 24: 297-301. PMID 25328358 DOI: 10.3969/J.Issn.1002-0829.2012.05.011  0.33
2012 Brooks S, Gelman A, Jones G, Meng X. Handbook of Markov Chain Monte Carlo: Hardcover: 619 pages Publisher: Chapman and Hall/CRC Press (first edition, May 2011) Language: English ISBN-10: 1420079417 Chance. 25: 53-55. DOI: 10.1080/09332480.2012.668472  0.417
2011 Yu Y, Meng X. To Center or Not to Center: That Is Not the Question—An Ancillarity–Sufficiency Interweaving Strategy (ASIS) for Boosting MCMC Efficiency Journal of Computational and Graphical Statistics. 20: 531-570. DOI: 10.1198/Jcgs.2011.203Main  0.317
2010 van Dyk DA, Meng XL. Cross-fertilizing strategies for better EM mountain climbing and DA field exploration: A graphical guide book Statistical Science. 25: 429-449. DOI: 10.1214/09-Sts309  0.663
2008 Duan N, Meng XL, Lin JY, Chen CN, Alegria M. Disparities in defining disparities: statistical conceptual frameworks. Statistics in Medicine. 27: 3941-56. PMID 18626925 DOI: 10.1002/Sim.3283  0.331
2008 Nicolae DL, Meng XL, Kong A. Quantifying the fraction of missing information for hypothesis testing in statistical and genetic studies Statistical Science. 23: 287-312. DOI: 10.1214/07-Sts244  0.343
2007 Bouman P, Meng XL, Dignam J, Dukić V. A Multiresolution Hazard Model for Multicenter Survival Studies: Application to Tamoxifen Treatment in Early Stage Breast Cancer. Journal of the American Statistical Association. 102: 1145-1157. PMID 25620824 DOI: 10.1198/016214506000000951  0.652
2005 Meng X. From Unit Root to Stein’s Estimator to Fisher’s k Statistics: If You Have a Moment, I Can Tell You More Statistical Science. 20: 141-162. DOI: 10.1214/088342304000000279  0.354
2005 Vaida F, Meng X. Two slice-EM algorithms for fitting generalized linear mixed models with binary response Statistical Modelling. 5: 229-242. DOI: 10.1191/1471082X05St097Oa  0.354
2002 Meng X, Zaslavsky AM. Single Observation Unbiased Priors The Annals of Statistics. 30: 1345-1375. DOI: 10.1214/Aos/1035844979  0.306
2002 Meng X, Schilling S. Warp Bridge Sampling Journal of Computational and Graphical Statistics. 11: 552-586. DOI: 10.1198/106186002457  0.324
2001 Dyk DAv, Meng X. The Art of Data Augmentation Journal of Computational and Graphical Statistics. 10: 1-50. DOI: 10.1198/10618600152418584  0.404
2000 Meng X. Missing Data: Dial M for ??? Journal of the American Statistical Association. 95: 1325-1330. DOI: 10.1080/01621459.2000.10474341  0.376
1998 Gelman A, Meng X. Simulating Normalizing Constants: From Importance Sampling to Bridge Sampling to Path Sampling Statistical Science. 13: 163-185. DOI: 10.1214/Ss/1028905934  0.504
1997 Meng X, Dyk DV. The EM Algorithm—an Old Folk‐song Sung to a Fast New Tune Journal of the Royal Statistical Society Series B-Statistical Methodology. 59: 511-567. DOI: 10.1111/1467-9868.00082  0.379
1997 Dyk DAv, Meng X. On the Orderings and Groupings of Conditional Maximizations Within ECM-Type Algorithms Journal of Computational and Graphical Statistics. 6: 202-223. DOI: 10.1080/10618600.1997.10474737  0.336
1996 Meng X, Schilling S. Fitting Full-Information Item Factor Models and an Empirical Investigation of Bridge Sampling Journal of the American Statistical Association. 91: 1254-1267. DOI: 10.1080/01621459.1996.10476995  0.384
1996 Casella G, Ferrándiz J, Peña D, Insua DR, Bernardo JM, García-López PA, González A, Berger J, Dawid AP, Diciccio TJ, Wells MT, Gustafson P, Wasserman L, George EI, Liu JS, ... Meng X, et al. Statistical inference and Monte Carlo algorithms Test. 5: 249-344. DOI: 10.1007/Bf02562621  0.34
1994 Meng XL. Multiple-imputation inferences with uncongenial sources of input Statistical Science. 9: 538-558. DOI: 10.1214/Ss/1177010269  0.386
1994 Meng X. Posterior Predictive $p$-Values Annals of Statistics. 22: 1142-1160. DOI: 10.1214/Aos/1176325622  0.301
1994 Doksum K, Blyth S, Bradlow E, Meng XL, Zhao H. Correlation curves as local measures of variance explained by regression Journal of the American Statistical Association. 89: 571-582. DOI: 10.1080/01621459.1994.10476782  0.327
1994 Meng X, Rubin DB. On the global and componentwise rates of convergence of the EM algorithm Linear Algebra and Its Applications. 199: 413-425. DOI: 10.1016/0024-3795(94)90363-8  0.546
1994 Tu XM, Meng X, Pagano M. On the use of conditional maximization in chemometrics Journal of Chemometrics. 8: 365-370. DOI: 10.1002/Cem.1180080506  0.363
1993 MENG X, RUBIN DB. Maximum likelihood estimation via the ECM algorithm: A general framework Biometrika. 80: 267-278. DOI: 10.1093/Biomet/80.2.267  0.553
1993 Meng XL. On the absolute bias ratio of ratio estimators Statistics and Probability Letters. 18: 345-348. DOI: 10.1016/0167-7152(93)90026-F  0.316
1992 MENG X, RUBIN DB. Performing likelihood ratio tests with multiply-imputed data sets Biometrika. 79: 103-111. DOI: 10.1093/Biomet/79.1.103  0.556
1992 Meng X, Rosenthal R, Rubin DB. Comparing correlated correlation coefficients. Psychological Bulletin. 111: 172-175. DOI: 10.1037/0033-2909.111.1.172  0.469
1991 Gelman A, Meng X. A Note on Bivariate Distributions That are Conditionally Normal The American Statistician. 45: 125-126. DOI: 10.2307/2684374  0.441
1991 BASSIAKOS YC, MENG X, LO S. A general estimator of the treatment effect when the data are heavily censored Biometrika. 78: 741-748. DOI: 10.1093/Biomet/78.4.741  0.353
1991 Meng X, Rubin DB. Using EM to Obtain Asymptotic Variance-Covariance Matrices: The SEM Algorithm Journal of the American Statistical Association. 86: 899-909. DOI: 10.1080/01621459.1991.10475130  0.557
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