Xiao-Li Meng

29 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-3687-0385

Publications

• Comments: Systems Thinking, Data Minding, and Mindware Agents for Multi-Agent Data Analysis Systems — Journal of the American Statistical Association 2026 (name-matched, not ORCID-linked)
• BELIEF in dependence: Leveraging atomic linearity in data bits for rethinking generalized linear models — The Annals of Statistics 2025 (name-matched, not ORCID-linked)
• Warp Bridge Sampling: The Next Generation — Journal of the American Statistical Association 2022
• The ASA president’s task force statement on statistical significance and replicability — The Annals of Applied Statistics 2021
• Prior sample size extensions for assessing prior impact and prior-likelihood discordance — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2021
• A Multi-resolution Theory for Approximating Infinite-p-Zero-n: Transitional Inference, Individualized Predictions, and a World Without Bias-Variance Tradeoff — Journal of the American Statistical Association 2021
• Calibration Concordance for Astronomical Instruments via Multiplicative Shrinkage — Journal of the American Statistical Association 2019
• 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 2018
• Bayesian estimates of astronomical time delays between gravitationally lensed stochastic light curves — The Annals of Applied Statistics 2017
• An unexpected encounter with Cauchy and Lévy — The Annals of Statistics 2016 (name-matched, not ORCID-linked)
• Practical perfect sampling using composite bounding chains: the Dirichlet-multinomial model — Biometrika 2013
• A Multiresolution Hazard Model for Multicenter Survival Studies — Journal of the American Statistical Association 2007
• Multiprocess parallel antithetic coupling for backward and forward Markov Chain Monte Carlo — The Annals of Statistics 2005
• Discussion on the paper by Brooks, Giudici and Roberts — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2003 (name-matched, not ORCID-linked)
• A theory of statistical models for Monte Carlo integration — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2003
• Single observation unbiased priors — The Annals of Statistics 2002
• Missing Data: Dial M for ??? — Journal of the American Statistical Association 2000
• The EM Algorithm—an Old Folk-song Sung to a Fast New Tune — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 1997
• Fitting Full-Information Item Factor Models and an Empirical Investigation of Bridge Sampling — Journal of the American Statistical Association 1996
• Posterior Predictive $p$-Values — The Annals of Statistics 1994
• Correlation Curves as Local Measures of Variance Explained by Regression — Journal of the American Statistical Association 1994
• On the Rate of Convergence of the ECM Algorithm — The Annals of Statistics 1994
• Maximum likelihood estimation via the ECM algorithm: A general framework — Biometrika 1993
• The AIDS Epidemic: Estimating Survival After AIDS Diagnosis From Surveillance Data — Journal of the American Statistical Association 1993
• Performing likelihood ratio tests with multiply-imputed data sets — Biometrika 1992
• Using EM to Obtain Asymptotic Variance-Covariance Matrices: The SEM Algorithm — Journal of the American Statistical Association 1991
• Large-Sample Properties for a General Estimator of the Treatment Effect in the Two-Sample Problem with Right Censoring — The Annals of Statistics 1991
• A general estimator of the treatment effect when the data are heavily censored — Biometrika 1991
• Channeling Multimodality Through a Unimodalizing Transport: Warp-U Sampler and Stochastic Bridge Sampling Estimator — Journal of the American Statistical Association