Concepedia

Xiao‐Li Meng

XM

70

Publications

16.3K

Citations

37

H-Index

1991

Active since

Affiliations

Harvard University(Current)

University of Chicago

Harvard University Press

Stanford University

Imperial College London

Xiao‐Li Meng is an author at Harvard University specializing in engineering, statistics, and statistical inference.

Top concepts

StatisticsEngineeringStatistical InferenceData SciencePublic HealthComputer ScienceMedicineInverse ProblemsProbabilityBiostatistics

Publications per year

1991–2023

70

Publications

70

POSTERIOR PREDICTIVE ASSESSMENT OF MODEL FITNESS VIA REALIZED DISCREPANCIES

Andrew Gelman, Xiao‐Li Meng, Hal S. Stern · 1996 · 2K citations

Maximum likelihood estimation via the ECM algorithm: A general framework

Xiao‐Li Meng, Donald B. Rubin · Biometrika · 1993 · 1.8K citations

Em Algorithm, Statistical Signal Processing, Density Estimation +13

The Art of Data Augmentation

David A. van Dyk, Xiao‐Li Meng · Journal of Computational and Graphical Statistics · 2001 · 1K citations

Engineering, Human Augmentation, Markov Chain Monte Carlo +17

Prevalence of Mental Illness in Immigrant and Non-Immigrant U.S. Latino Groups

Margarita Alegrı́a, Glorisa Canino, Patrick E. Shrout et al. · American Journal of Psychiatry · 2008 · 1K citations · Full text

Simulating normalizing constants: from importance sampling to bridge sampling to path sampling

Andrew Gelman, Xiao‐Li Meng · Statistical Science · 1998 · 974 citations · Full text

Mathematical Programming, Engineering, Acceptance Ratio Method +17

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