Meng, Xiao-Li

The Art of Data Augmentation

van Dyk, D. A., & Meng, X.-L. (2001) · Journal of Computational and Graphical Statistics

Markov Chains and Monte Carlo MethodsStatistical Methods and Bayesian Inference

Cited by 1,052

Disparity in Depression Treatment Among Racial and Ethnic Minority Populations in the United States

Alegría, M., Chatterji, P., Wells, K., Cao, Z., Chen, C.-N., Takeuchi, D., Jackson, J., & Meng, X.-L. (2008) · Psychiatric Services

Mental Health Treatment and AccessCultural Competency in Health Care

Cited by 993

The EM Algorithm—an Old Folk-song Sung to a Fast New Tune

Meng, X.-L., & Van Dyk, D. (1997) · Journal of the Royal Statistical Society Series B: Statistical Methodology

Bayesian Methods and Mixture ModelsMarkov Chains and Monte Carlo Methods

Cited by 802

Considering context, place, and culture: the national Latino and Asian American study

Alegria, M., Takeuchi, D., Canino, G., Duan, N., Shrout, P., Meng, X., Vega, W., Zane, N., Vila, D., Woo, M., et al. (2004) · International Journal of Methods in Psychiatric Research

Mental Health Treatment and AccessMigration, Health and Trauma

Cited by 733

Applications of multiple imputation in medical studies: from AIDS to NHANES

Barnard, J., & Meng, X.-L. (1999) · Statistical Methods in Medical Research

Statistical Methods and Bayesian InferenceAdvanced Causal Inference Techniques

Cited by 340

Statistical paradises and paradoxes in big data (I): Law of large populations, big data paradox, and the 2016 US presidential election

Meng, X.-L. (2018) · The Annals of Applied Statistics

Survey Sampling and Estimation TechniquesSurvey Methodology and Nonresponse

Cited by 316

Unrepresentative big surveys significantly overestimated US vaccine uptake

Bradley, V. C., Kuriwaki, S., Isakov, M., Sejdinovic, D., Meng, X.-L., & Flaxman, S. (2021) · Nature

Survey Methodology and NonresponseSurvey Sampling and Estimation Techniques

Cited by 248

Ten Simple Rules for Effective Statistical Practice

Kass, R. E., Caffo, B. S., Davidian, M., Meng, X.-L., Yu, B., & Reid, N. (2016) · PLOS Computational Biology

Statistics Education and MethodologiesStatistical Methods and Applications

Cited by 113

The AIDS Epidemic: Estimating Survival After AIDS Diagnosis From Surveillance Data

Tu, X. M., Meng, X.-L., & Pagano, M. (1993) · Journal of the American Statistical Association

HIV/AIDS Research and InterventionsStatistical Methods and Bayesian Inference

Cited by 36

Single observation unbiased priors

Meng, X.-L., & Zaslavsky, A. M. (2002) · The Annals of Statistics

Statistical Methods and Bayesian InferenceStatistical Distribution Estimation and Applications

Cited by 27

A trio of inference problems that could win you a Nobel Prize in statistics (if you help fund it)

Meng, X. (2014) · Past, Present, and Future of Statistical Science

Statistical Methods and InferenceStatistical Methods and Bayesian Inference

Cited by 23