×

zbMATH — the first resource for mathematics

Meng, Xiaoli

Compute Distance To:
Author ID: meng.xiaoli Recent zbMATH articles by "Meng, Xiaoli"
Published as: Meng, X.-L.; Meng, Xiao-Li; Meng, Xiaoli
External Links: Wikidata
Documents Indexed: 65 Publications since 1991, including 2 Books

Publications by Year

Citations contained in zbMATH Open

50 Publications have been cited 1,473 times in 1,178 Documents Cited by Year
Maximum likelihood estimation via the ECM algorithm: A general framework. Zbl 0778.62022
Meng, Xiao-Li; Rubin, Donald B.
305
1993
Posterior predictive assessment of model fitness via realized discrepancies. (With discussion). Zbl 0859.62028
Gelman, Andrew; Meng, Xiao-Li; Stern, Hal
205
1996
The EM algorithm - an old folk-song sung to a fast new tune. Zbl 1090.62518
Meng, Xiao-Li; van Dyk, David
143
1997
Simulating normalizing constants: From importance sampling to bridge sampling to path sampling. Zbl 0966.65004
Gelman, Andrew; Meng, Xiao-Li
136
1998
Posterior predictive \(p\)-values. Zbl 0820.62027
Meng, Xiao-Li
109
1994
Simulating ratios of normalizing constants via a simple identity: A theoretical exploration. Zbl 0857.62017
Meng, Xiao-Li; Wong, Wing Hung
108
1996
Handbook of Markov chain Monte Carlo. Zbl 1218.65001
Brooks, Steve (ed.); Gelman, Andrew (ed.); Jones, Galtin L. (ed.); Meng, Xiao-Li (ed.)
105
2011
Modeling covariance matrices in terms of standard deviations and correlations, with application to shrinkage. Zbl 0980.62045
Barnard, John; McCulloch, Robert; Meng, Xiao-Li
67
2000
Fitting full-information item factor models and an empirical investigation of bridge sampling. Zbl 0925.62220
Meng, Xiao-Li; Schilling, Stephen
39
1996
Seeking efficient data augmentation schemes via conditional and marginal augmentation. Zbl 1054.62505
Meng, Xiao-Li; van Dyk, David A.
34
1999
On the rate of convergence of the ECM algorithm. Zbl 0803.65146
Meng, Xiao-Li
24
1994
Fast EM-type implementations for mixed effects models. Zbl 0909.62073
Meng, Xiao-Li; van Dyk, David
21
1998
A theory of statistical models for Monte Carlo integration (with discussion). Zbl 1067.62054
Kong, A.; McCullagh, P.; Meng, X.-L.; Nicolae, D.; Tan, Z.
20
2003
Correlation curves as local measures of variance explained by regression. Zbl 0803.62035
Doksum, Kjell; Blyth, Stephen; Bradlow, Eric; Meng, Xiao-Li; Zhao, Hongyu
18
1994
Multiprocess parallel antithetic coupling for backward and forward Markov chain Monte Carlo. Zbl 1068.62090
Craiu, Radu V.; Meng, Xiao-Li
13
2005
Performing likelihood ratio tests with multiply-imputed data sets. Zbl 0754.62041
Meng, Xiao-Li; Rubin, Donald B.
11
1992
On the global and componentwise rates of convergence of the EM algorithm. Zbl 0818.65153
Meng, Xiao-Li; Rubin, Donald B.
10
1994
Significance levels from repeated \(p\)-values with multiply-imputed data. Zbl 0823.62009
Li, Kim-Hung; Meng, Xiao-Li; Raghunathan, T. E.; Rubin, Donald B.
8
1991
Large-sample properties for a general estimator of the treatment effect in the two-sample problem with right censoring. Zbl 0747.62046
Meng, Xiao-Li; Bassiakos, Yiannis; Lo, Shaw-Hwa
8
1991
From unit root to Stein’s estimator to Fisher’s \(k\) statistics: If you have a moment, I can tell you more. Zbl 1086.62001
Meng, Xiao-Li
7
2005
Missing data: dial M for??? Zbl 1180.62012
Meng, Xiao-Li
7
2000
Model checking and model improvement. Zbl 0839.62021
Gelman, Andrew; Meng, Xiao-Li
7
1996
Maximum likelihood estimation via the ECM algorithm: Computing the asymptotic variance. Zbl 0824.62021
van Dyk, David A.; Meng, Xiao-Li; Rubin, Donald B.
6
1995
Decoding the h-likelihood. Zbl 1329.62340
Meng, Xiao-Li
5
2009
The AIDS epidemic: Estimating survival after AIDS diagnosis from surveillance data. Zbl 0775.62314
Tu, Xin Ming; Meng, Xiao-Li; Pagano, Marcello
5
1993
Cross-fertilizing strategies for better EM mountain climbing and DA field exploration: a graphical guide book. Zbl 1329.62040
van Dyk, David A.; Meng, Xiao-Li
4
2010
Comment on article by Celeux et al. Zbl 1331.62338
Meng, Xiao-Li; Vaida, Florin
4
2006
Two slice-EM algorithms for fitting generalized linear mixed models with binary response. Zbl 1111.62061
Vaida, Florin; Meng, Xiao-Li
4
2005
Applied Bayesian modeling and causal inference from incomplete data perspectives. A essential journey with Donald Rubin’s statistical family. Zbl 1066.62515
Gelman, Andrew (ed.); Meng, Xiao-Li (ed.)
4
2004
A general estimator of the treatment effect when the data are heavily censored. Zbl 0752.62077
Bassiakos, Yiannis C.; Meng, Xiao-Li; Lo, Shaw-Hwa
4
1991
Conducting highly principled data science: a statistician’s job and joy. Zbl 06892165
Meng, Xiao-Li
3
2018
An unexpected encounter with Cauchy and Lévy. Zbl 1349.62036
Pillai, Natesh S.; Meng, Xiao-Li
3
2016
Single observation unbiased priors. Zbl 1019.62024
Meng, Xiao-Li; Zaslavsky, Alan M.
3
2002
Statistical paradises and paradoxes in big data. I: Law of large populations, big data paradox, and the 2016 US presidential election. Zbl 1405.62241
Meng, Xiao-Li
2
2018
A generalized fuzzy data envelopment analysis with restricted fuzzy sets and determined constraint condition. Zbl 1377.68241
Meng, Xiao-Li; Shi, Fu-Gui
2
2017
The potential and perils of preprocessing: building new foundations. Zbl 1440.62019
Blocker, Alexander W.; Meng, Xiao-Li
2
2013
Perfection within reach: exact MCMC sampling. Zbl 1229.65008
Craiu, Radu V.; Meng, Xiao-Li
2
2011
Discussion: One-step sparse estimates in nonconcave penalized likelihood models: Who cares if it is a white cat or a black cat? Zbl 1282.62104
Meng, Xiao-Li
2
2008
Towards a more general Propp-Wilson algorithm: Multistage backward coupling. Zbl 0965.65008
Meng, Xiao-Li
2
2000
Dissecting multiple imputation from a multi-phase inference perspective: what happens when God’s, imputer’s and analyst’s models are uncongenial? Zbl 1392.62040
Xie, Xianchao; Meng, Xiao-Li
1
2017
Bayesian estimates of astronomical time delays between gravitationally lensed stochastic light curves. Zbl 1380.62275
Tak, Hyungsuk; Mandel, Kaisey; van Dyk, David A.; Kashyap, Vinay L.; Meng, Xiao-Li; Siemiginowska, Aneta
1
2017
An extended inequality approach for evaluating decision making units with a single output. Zbl 1377.90042
Meng, Xiao-Li; Shi, Fu-Gui
1
2017
Statistics can lie but can also correct for lies: reducing response bias in NLAAS via Bayesian imputation. Zbl 1327.62023
Liu, Jingchen; Meng, Xiao-Li; Chen, Chih-Nan; Alegria, Margarita
1
2013
Rejoinder: “Quantifying the fraction of missing information for hypothesis testing in statistical and genetic studies”. Zbl 1329.62093
Nicolae, Dan L.; Meng, Xiao-Li; Kong, Augustine
1
2008
Quantifying the fraction of missing information for hypothesis testing in statistical and genetic studies. Zbl 1329.62092
Nicolae, Dan L.; Meng, Xiao-Li; Kong, Augustine
1
2008
A multiresolution hazard model for multicenter survival studies. Zbl 1332.62386
Bouman, Peter; Meng, Xiao-Li; Dignam, James; Dukić, Vanja
1
2007
Meeting Hausdorff in Monte Carlo: a surprising tour with antiphye fractals. Zbl 1121.62002
Craiu, Radu V.; Meng, Xiao-Li
1
2006
A Bayesian multiresolution hazard model with application to an AIDS reporting delay study. Zbl 1079.62094
Bouman, Peter; Dukic, Vanja; Meng, Xiao-Li
1
2005
Mixed effects models and the EM algorithm. Zbl 05274822
Vaida, Florin; Meng, Xiao-Li; Xu, Ronghui
1
2004
On the absolute bias ratio of ratio estimators. Zbl 0791.62007
Meng, Xiao-Li
1
1993
Conducting highly principled data science: a statistician’s job and joy. Zbl 06892165
Meng, Xiao-Li
3
2018
Statistical paradises and paradoxes in big data. I: Law of large populations, big data paradox, and the 2016 US presidential election. Zbl 1405.62241
Meng, Xiao-Li
2
2018
A generalized fuzzy data envelopment analysis with restricted fuzzy sets and determined constraint condition. Zbl 1377.68241
Meng, Xiao-Li; Shi, Fu-Gui
2
2017
Dissecting multiple imputation from a multi-phase inference perspective: what happens when God’s, imputer’s and analyst’s models are uncongenial? Zbl 1392.62040
Xie, Xianchao; Meng, Xiao-Li
1
2017
Bayesian estimates of astronomical time delays between gravitationally lensed stochastic light curves. Zbl 1380.62275
Tak, Hyungsuk; Mandel, Kaisey; van Dyk, David A.; Kashyap, Vinay L.; Meng, Xiao-Li; Siemiginowska, Aneta
1
2017
An extended inequality approach for evaluating decision making units with a single output. Zbl 1377.90042
Meng, Xiao-Li; Shi, Fu-Gui
1
2017
An unexpected encounter with Cauchy and Lévy. Zbl 1349.62036
Pillai, Natesh S.; Meng, Xiao-Li
3
2016
The potential and perils of preprocessing: building new foundations. Zbl 1440.62019
Blocker, Alexander W.; Meng, Xiao-Li
2
2013
Statistics can lie but can also correct for lies: reducing response bias in NLAAS via Bayesian imputation. Zbl 1327.62023
Liu, Jingchen; Meng, Xiao-Li; Chen, Chih-Nan; Alegria, Margarita
1
2013
Handbook of Markov chain Monte Carlo. Zbl 1218.65001
Brooks, Steve (ed.); Gelman, Andrew (ed.); Jones, Galtin L. (ed.); Meng, Xiao-Li (ed.)
105
2011
Perfection within reach: exact MCMC sampling. Zbl 1229.65008
Craiu, Radu V.; Meng, Xiao-Li
2
2011
Cross-fertilizing strategies for better EM mountain climbing and DA field exploration: a graphical guide book. Zbl 1329.62040
van Dyk, David A.; Meng, Xiao-Li
4
2010
Decoding the h-likelihood. Zbl 1329.62340
Meng, Xiao-Li
5
2009
Discussion: One-step sparse estimates in nonconcave penalized likelihood models: Who cares if it is a white cat or a black cat? Zbl 1282.62104
Meng, Xiao-Li
2
2008
Rejoinder: “Quantifying the fraction of missing information for hypothesis testing in statistical and genetic studies”. Zbl 1329.62093
Nicolae, Dan L.; Meng, Xiao-Li; Kong, Augustine
1
2008
Quantifying the fraction of missing information for hypothesis testing in statistical and genetic studies. Zbl 1329.62092
Nicolae, Dan L.; Meng, Xiao-Li; Kong, Augustine
1
2008
A multiresolution hazard model for multicenter survival studies. Zbl 1332.62386
Bouman, Peter; Meng, Xiao-Li; Dignam, James; Dukić, Vanja
1
2007
Comment on article by Celeux et al. Zbl 1331.62338
Meng, Xiao-Li; Vaida, Florin
4
2006
Meeting Hausdorff in Monte Carlo: a surprising tour with antiphye fractals. Zbl 1121.62002
Craiu, Radu V.; Meng, Xiao-Li
1
2006
Multiprocess parallel antithetic coupling for backward and forward Markov chain Monte Carlo. Zbl 1068.62090
Craiu, Radu V.; Meng, Xiao-Li
13
2005
From unit root to Stein’s estimator to Fisher’s \(k\) statistics: If you have a moment, I can tell you more. Zbl 1086.62001
Meng, Xiao-Li
7
2005
Two slice-EM algorithms for fitting generalized linear mixed models with binary response. Zbl 1111.62061
Vaida, Florin; Meng, Xiao-Li
4
2005
A Bayesian multiresolution hazard model with application to an AIDS reporting delay study. Zbl 1079.62094
Bouman, Peter; Dukic, Vanja; Meng, Xiao-Li
1
2005
Applied Bayesian modeling and causal inference from incomplete data perspectives. A essential journey with Donald Rubin’s statistical family. Zbl 1066.62515
Gelman, Andrew (ed.); Meng, Xiao-Li (ed.)
4
2004
Mixed effects models and the EM algorithm. Zbl 05274822
Vaida, Florin; Meng, Xiao-Li; Xu, Ronghui
1
2004
A theory of statistical models for Monte Carlo integration (with discussion). Zbl 1067.62054
Kong, A.; McCullagh, P.; Meng, X.-L.; Nicolae, D.; Tan, Z.
20
2003
Single observation unbiased priors. Zbl 1019.62024
Meng, Xiao-Li; Zaslavsky, Alan M.
3
2002
Modeling covariance matrices in terms of standard deviations and correlations, with application to shrinkage. Zbl 0980.62045
Barnard, John; McCulloch, Robert; Meng, Xiao-Li
67
2000
Missing data: dial M for??? Zbl 1180.62012
Meng, Xiao-Li
7
2000
Towards a more general Propp-Wilson algorithm: Multistage backward coupling. Zbl 0965.65008
Meng, Xiao-Li
2
2000
Seeking efficient data augmentation schemes via conditional and marginal augmentation. Zbl 1054.62505
Meng, Xiao-Li; van Dyk, David A.
34
1999
Simulating normalizing constants: From importance sampling to bridge sampling to path sampling. Zbl 0966.65004
Gelman, Andrew; Meng, Xiao-Li
136
1998
Fast EM-type implementations for mixed effects models. Zbl 0909.62073
Meng, Xiao-Li; van Dyk, David
21
1998
The EM algorithm - an old folk-song sung to a fast new tune. Zbl 1090.62518
Meng, Xiao-Li; van Dyk, David
143
1997
Posterior predictive assessment of model fitness via realized discrepancies. (With discussion). Zbl 0859.62028
Gelman, Andrew; Meng, Xiao-Li; Stern, Hal
205
1996
Simulating ratios of normalizing constants via a simple identity: A theoretical exploration. Zbl 0857.62017
Meng, Xiao-Li; Wong, Wing Hung
108
1996
Fitting full-information item factor models and an empirical investigation of bridge sampling. Zbl 0925.62220
Meng, Xiao-Li; Schilling, Stephen
39
1996
Model checking and model improvement. Zbl 0839.62021
Gelman, Andrew; Meng, Xiao-Li
7
1996
Maximum likelihood estimation via the ECM algorithm: Computing the asymptotic variance. Zbl 0824.62021
van Dyk, David A.; Meng, Xiao-Li; Rubin, Donald B.
6
1995
Posterior predictive \(p\)-values. Zbl 0820.62027
Meng, Xiao-Li
109
1994
On the rate of convergence of the ECM algorithm. Zbl 0803.65146
Meng, Xiao-Li
24
1994
Correlation curves as local measures of variance explained by regression. Zbl 0803.62035
Doksum, Kjell; Blyth, Stephen; Bradlow, Eric; Meng, Xiao-Li; Zhao, Hongyu
18
1994
On the global and componentwise rates of convergence of the EM algorithm. Zbl 0818.65153
Meng, Xiao-Li; Rubin, Donald B.
10
1994
Maximum likelihood estimation via the ECM algorithm: A general framework. Zbl 0778.62022
Meng, Xiao-Li; Rubin, Donald B.
305
1993
The AIDS epidemic: Estimating survival after AIDS diagnosis from surveillance data. Zbl 0775.62314
Tu, Xin Ming; Meng, Xiao-Li; Pagano, Marcello
5
1993
On the absolute bias ratio of ratio estimators. Zbl 0791.62007
Meng, Xiao-Li
1
1993
Performing likelihood ratio tests with multiply-imputed data sets. Zbl 0754.62041
Meng, Xiao-Li; Rubin, Donald B.
11
1992
Significance levels from repeated \(p\)-values with multiply-imputed data. Zbl 0823.62009
Li, Kim-Hung; Meng, Xiao-Li; Raghunathan, T. E.; Rubin, Donald B.
8
1991
Large-sample properties for a general estimator of the treatment effect in the two-sample problem with right censoring. Zbl 0747.62046
Meng, Xiao-Li; Bassiakos, Yiannis; Lo, Shaw-Hwa
8
1991
A general estimator of the treatment effect when the data are heavily censored. Zbl 0752.62077
Bassiakos, Yiannis C.; Meng, Xiao-Li; Lo, Shaw-Hwa
4
1991
all top 5

Cited by 2,074 Authors

29 Lin, Tsung I.
25 McNicholas, Paul D.
19 Lachos Dávila, Víctor Hugo
19 Lee, Sik-Yum
19 Wang, Wan-Lun
17 Song, Xinyuan
15 Meng, Xiaoli
12 Gelman, Andrew
12 Tang, Niansheng
9 Maleki, Mohsen
9 Rosenthal, Jeffrey S.
9 Tian, Guoliang
8 Castro, Luis Mauricio
8 Roberts, Gareth O.
7 Balakrishnan, Narayanaswamy
7 Chen, Minghui
7 Daniels, Michael J.
7 Friel, Nial
7 Ho, Hsiu J.
7 Punzo, Antonio
7 Robert, Christian P.
7 Roy, Vivekananda
7 Rubin, Donald Bruce
6 Browne, Ryan P.
6 de la Horra, Julián
6 Hobert, James P.
6 Hoijtink, Herbert
6 Hunter, David R.
6 Ibrahim, Joseph George
6 Jamalizadeh, Ahad
6 McLachlan, Geoffrey John
6 Mealli, Fabrizia
6 Nott, David John
6 Reiter, Jerome P.
6 Tan, Zhiqiang
6 Wu, Lang
6 Zhu, Hongtu
5 Andrews, Jeffrey L.
5 Bentler, Peter M.
5 Bolfarine, Heleno
5 Cabral, Celso Rômulo Barbosa
5 Craiu, Radu V.
5 De Castro, Mario H.
5 Forster, Jonathan J.
5 Frühwirth-Schnatter, Sylvia
5 González-Manteiga, Wenceslao
5 Ingrassia, Salvatore
5 Karabatsos, George
5 Khare, Kshitij
5 Kim, Hea-Jung
5 Liu, Chuanhai
5 Moulines, Eric
5 Ntzoufras, Ioannis
5 Pérez-González, Ana
5 Sisson, Scott A.
5 Tang, Manlai
4 Arellano-Valle, Reinaldo Boris
4 Casella, George
4 Chow, Sy-Miin
4 Cui, Tiangang
4 Czado, Claudia
4 De Boeck, Paul
4 Diaconis, Persi Warren
4 Dunson, David Brian
4 Ganjali, Mojtaba
4 Garay, Aldo M.
4 Hoeting, Jennifer A.
4 Johnson, Valen E.
4 Kang, Jian
4 Kim, Hyoung-Moon
4 Kuroda, Masahiro
4 Labra, Filidor Vilca
4 Lange, Kenneth L.
4 Lee, Sharon X.
4 Lelièvre, Tony
4 Lesaffre, Emmanuel M. E. H.
4 Li, Fan
4 Liang, Faming
4 Little, Roderick J. A.
4 Liu, Jun S.
4 Marzouk, Youssef M.
4 Murphy, Thomas Brendan
4 Pettitt, Anthony N.
4 Pourahmadi, Mohsen
4 Rabe-Hesketh, Sophia
4 Rodriguez-Bernal, Maria Teresa
4 Sakakihara, Michio
4 Spezia, Luigi
4 Stoltz, Gabriel
4 Tan, Ming
4 Tran, Minh Ngoc
4 van Dyk, David A.
4 Van Mechelen, Iven
4 Vilca, Filidor
4 Wagenmakers, Eric-Jan
4 Walker, Stephen Grahm
4 Wang, Haibin
4 Xia, Yemao
4 Xu, Xingzhong
4 Young, Derek Scott
...and 1,974 more Authors
all top 5

Cited in 165 Serials

143 Computational Statistics and Data Analysis
60 Biometrics
59 Psychometrika
51 Statistical Science
47 Statistics and Computing
37 Journal of Multivariate Analysis
36 The Annals of Applied Statistics
34 Journal of Statistical Planning and Inference
31 The Annals of Statistics
30 Journal of Statistical Computation and Simulation
28 Statistics & Probability Letters
27 Communications in Statistics. Theory and Methods
24 Computational Statistics
23 Journal of Applied Statistics
21 Journal of the American Statistical Association
20 Journal of Econometrics
20 Journal of Mathematical Psychology
20 Communications in Statistics. Simulation and Computation
19 Test
17 Bayesian Analysis
16 Statistical Modelling
14 Statistical Papers
13 Advances in Data Analysis and Classification. ADAC
12 Scandinavian Journal of Statistics
11 Journal of Agricultural, Biological, and Environmental Statistics
10 Journal of the Korean Statistical Society
10 Electronic Journal of Statistics
9 The Canadian Journal of Statistics
8 The Annals of Applied Probability
8 SIAM/ASA Journal on Uncertainty Quantification
7 Journal of Computational Physics
7 Annals of the Institute of Statistical Mathematics
7 Biometrical Journal
7 Lifetime Data Analysis
7 Journal of Nonparametric Statistics
7 Statistical Methods and Applications
6 Journal of Classification
6 Statistics
6 SIAM Journal on Scientific Computing
6 Journal of the Royal Statistical Society. Series B. Statistical Methodology
6 Biostatistics
5 Journal of Mathematical Biology
5 Journal of Applied Probability
5 Insurance Mathematics & Economics
5 International Journal of Approximate Reasoning
5 Journal of Economic Dynamics & Control
5 Neural Computation
5 Journal of Machine Learning Research (JMLR)
4 Artificial Intelligence
4 Computer Methods in Applied Mechanics and Engineering
4 Automatica
4 International Statistical Review
4 Journal of Time Series Analysis
4 Computational Geosciences
4 Methodology and Computing in Applied Probability
4 Brazilian Journal of Probability and Statistics
4 ASTIN Bulletin
4 Statistical Methodology
4 Journal of Statistical Theory and Practice
4 AStA. Advances in Statistical Analysis
4 Journal of Theoretical Biology
3 Advances in Applied Probability
3 Inverse Problems
3 Metrika
3 Journal of Computational and Applied Mathematics
3 Metron
3 Linear Algebra and its Applications
3 Pattern Recognition
3 Quantitative Finance
3 Multiscale Modeling & Simulation
3 Statistical Analysis and Data Mining
3 Statistics Surveys
3 Sankhyā. Series B
2 Bulletin of Mathematical Biology
2 Applied Mathematics and Computation
2 British Journal of Mathematical & Statistical Psychology
2 Operations Research Letters
2 Stochastic Processes and their Applications
2 International Journal of Computer Vision
2 Monte Carlo Methods and Applications
2 Bernoulli
2 Australian & New Zealand Journal of Statistics
2 The Econometrics Journal
2 Journal of the Royal Statistical Society. Series C. Applied Statistics
2 Statistical Inference for Stochastic Processes
2 Econometric Theory
2 Applied Stochastic Models in Business and Industry
2 Statistical Applications in Genetics and Molecular Biology
2 Statistical Methods in Medical Research
2 Computational & Mathematical Methods in Medicine
2 SIAM Journal on Imaging Sciences
2 Journal of Control Science and Engineering
2 Sankhyā. Series A
2 ISRN Applied Mathematics
1 International Journal of Heat and Mass Transfer
1 Information Processing Letters
1 Journal of the Franklin Institute
1 Journal of Statistical Physics
1 Mathematical Biosciences
1 Information Sciences
...and 65 more Serials

Citations by Year

Wikidata Timeline

The data are displayed as stored in Wikidata under a Creative Commons CC0 License. Updates and corrections should be made in Wikidata.