Ming-Hui Chen, PhD
Investigator Professor of Statistics Department of Statistics Dr. Chen is Professor of Statistics at the University of Connecticut. He received his PhD from Purdue University in 1993. Dr. Chen is a Member of the Institute of Mathematical Statistics; American Statistical Association; ENAR, The International Biometric Society; Section on Bayesian Statistics; International Chinese Statisticians Association; and The International Statistical Institute. His expertise is in Bayesian statistical methodology, Bayesian computation, categorical data analysis, DNA microarray data analysis, missing data analysis (EM, MCEM, and Bayesian), Monte Carlo methodology, prior elicitation, statistical methodology for prostate cancer data, statistical modeling, survival data analysis, and variable selection. |
Bayesian frailty models for multi-state survival data., DE Castro M, Chen MH, Zhang Y, Statistical Applications from Clinical Trials and Personalized Medicine to Finance and Business Analytics, New York, (2016) |
SAS Macro BSMED: Bayesian survival meta-experimental design using historical data., Ibrahim JG, Gwon Y, Chen MH, Pharmaceutical Statistics Using SAS, Cary, (2016) |
Dynamic spatial pattern recognition in count data., Wang X, Chen MH, Kuo RC, Dey DK, New Developments in Statistical Modeling, Inference and Application, New York, p.185-202. (2016) |
Bayesian meta-experimental design for evaluating cardiovascular risk., Ibrahim JG, Chen MH, Xia A, Liu T, Henessey V, Quantitative Evaluation if Safety in Drug Development: Design, Analysis and Reporting, Boca Raton, p.13-38. (2014) |
Estimation of treatment effects and model diagnostics with two-way time-varying treatment switching: an application to a head and neck study., Chen Q, Zhang F, Chen MH, Cong XJulie, Lifetime Data Anal, Volume 26, 2020 Oct, Issue 4, p.685-707. (2020) PubMed |
Inflated density ratio and its variation and generalization for computing marginal likelihoods., Wang YB, Chen MH, Shi W, Lewis P, Kuo L, J Korean Stat Soc, Volume 49, 2020 Mar, Issue 1, p.244-263. (2020) PubMed |
Network meta-regression for ordinal outcomes: Applications in comparing Crohn's disease treatments., Gwon Y, Mo M, Chen MH, Chi Z, Li J, Xia AH, Ibrahim JG, Stat Med, 2020 Mar 12, (2020) PubMed |
Superiority of combining two independent trials in interim futility analysis., Deng Q, Zhang YY, Roy D, Chen MH, Stat Methods Med Res, Volume 29, 2020 Feb, Issue 2, p.522-540. (2020) PubMed |
A Bayesian multi-risks survival (MRS) model in the presence of double censorings., DE Castro M, Chen MH, Zhang Y, D'Amico AV, Biometrics, Volume 76, 2020 Dec, Issue 4, p.1297-1309. (2020) PubMed |
Bayesian variable selection for Pareto regression models with latent multivariate log Gamma process with applications to earthquake magnitudes, Yang HC, Hu G, Chen MH, Geosciences (Basel), Volume 9, 2019 Apr, Issue 4, (2019) PubMed |
Partition weighted approach for estimating the marginal posterior density with applications., Wang YB, Chen MH, Kuo L, Lewis PO, J Comput Graph Stat, Volume 28, 2019, Issue 2, p.334-349. (2019) PubMed |
Bayesian inference for network meta-regression using multivariate random effects with applications to cholesterol lowering drugs., Li H, Chen MH, Ibrahim JG, Kim S, Shah AK, Lin J, Tershakovec AM, Biostatistics, Volume 20, 2019 Jul 01, Issue 3, p.499-516. (2019) PubMed |
A new Bayesian joint model for longitudinal count data with many zeros, intermittent missingness, and dropout with applications to HIV prevention trials., Wu J, Chen MH, Schifano ED, Ibrahim JG, Fisher JD, Stat Med, Volume 38, 2019 Dec 30, Issue 30, p.5565-5586. (2019) PubMed |
Look before you leap: Systematic evaluation of tree-based statistical methods in subgroup identification., Liu Y, Ma X, Zhang D, Geng L, Wang X, Zheng W, Chen MH, J Biopharm Stat, Volume 29, 2019, Issue 6, p.1082-1102. (2019) PubMed |
Bayesian multivariate skew meta-regression models for individual patient data., Ibrahim JG, Kim S, Chen MH, Shah AK, Lin J, Stat Methods Med Res, Volume 28, 2019 Oct-Nov, Issue 10-11, p.3415-3436. (2019) PubMed |
A comparison of Monte Carlo methods for computing marginal likelihoods of item response theory models., Liu Y, Hu G, Cao L, Wang X, Chen MH, J Korean Stat Soc, Volume 48, 2019 Dec, Issue 4, p.503-512. (2019) PubMed |
Flexible longitudinal linear mixed models for multiple censored responses data., Lachos VH, Matos LA, Castro LM, Chen MH, Stat Med, Volume 38, 2019 Mar 15, Issue 6, p.1074-1102. (2019) PubMed |
Assessing combinability of phylogenomic data using Bayes factors., Neupane S, Fučíková K, Lewis LA, Kuo L, Chen MH, Lewis PO, Syst Biol, Volume 68, 2019 Sep 01, Issue 5, p.744-754. (2019) PubMed |
Bayesian modeling and inference for nonignorably missing longitudinal binary response data with applications to HIV prevention trials., Wu J, Ibrahim JG, Chen MH, Schifano ED, Fisher JD, Stat Sin, Volume 28, 2018 Oct, p.1929-1963. (2018) PubMed |
A new Monte Carlo method for estimating marginal likelihoods., Wang YB, Chen MH, Kuo L, Lewis PO, Bayesian Anal, Volume 13, 2018 Jun, Issue 2, p.311-333. (2018) PubMed |
A tailored multivariate mixture model for detecting proteins of concordant change among virulent strains of Clostridium Perfringens., Chen K, Mishra N, Smyth J, Bar H, Schifano E, Kuo L, Chen MH, J Am Stat Assoc, Volume 113, 2018, Issue 522, p.546-559. (2018) PubMed |
Bayesian design of non-inferiority clinical trials via the Bayes factor., Li W, Chen MH, Wangy X, Dey DK, Stat Biosci, Volume 10, 2018 Aug, Issue 2, p.439-459. (2018) PubMed |
Assessing covariate effects using Jeffreys-type prior in the Cox model in the presence of a monotone partial likelihood., Wu J, DE Castro M, Schifano ED, Chen MH, J Stat Theory Pract, Volume 12, 2018, Issue 1, p.23-41. (2018) PubMed |
Online updating method with new variables for big data streams., Wang C, Chen MH, Wu J, Yan J, Zhang Y, Schifano E, Can J Stat, Volume 46, 2018 Mar, Issue 1, p.123-146. (2018) PubMed |
Maximum likelihood estimation for stochastic volatility in mean models with heavy-tailed distributions., Abanto-Valle CA, Langrock R, Chen MH, Cardoso MV, Appl Stoch Models Bus Ind, Volume 33, 2017 Jul-Aug, Issue 4, p.394-408. (2017) PubMed |
Bayesian analysis of stochastic volatility-in-mean model with leverage and asymmetrically heavy-tailed error using generalized hyperbolic skew Student's t-distribution., Leão WL, Abanto-Valle CA, Chen MH, Stat Interface, Volume 10, 2017, p.529-541. (2017) PubMed |
Bayesian model assessment in joint modeling of longitudinal and survival data with applications to cancer clinical trials., Zhang D, Chen MH, Ibrahim JG, Boye ME, Shen W, J Comput Graph Stat, Volume 26, 2017, Issue 1, p.121-133. (2017) PubMed |
Online updating of statistical inference in the big data setting., Schifano ED, Wu J, Wang C, Yan J, Chen MH, Technometrics, Volume 58, 2016, Issue 3, p.393-403. (2016) PubMed |
Proportional exponentiated link transformed hazards (ELTH) models for discrete time survival data with application., Joeng HK, Chen MH, Kang S, Lifetime Data Anal, Volume 22, 2016 Jan, Issue 1, p.38-62. (2016) PubMed |
JMFit: A SAS macro for joint models of longitudinal and survival data., Zhang D, Chen MH, Ibrahim JG, Boye ME, Shen W, J Stat Softw, Volume 71, 2016 Jul, Issue 3, (2016) PubMed |
Estimating Bayesian phylogenetic information content. , Lewis PO, Chen MH, Kuo L, Lewis LA, Fučíková K, Neupane S, Wang YB, Shi D, Syst Biol, Volume 65, 2016 Nov, Issue 6, p.1009-1023. (2016) PubMed |
Onset of persistent pseudomonas aeruginosa infection in children with cystic fibrosis with interval censored data., Wang W, Chen MH, Chiou SHan, Lai HC, Wang X, Yan J, Zhang Z, BMC Med Res Methodol, Volume 16, 2016 Sep 17, Issue 1, p.122. (2016) PubMed |
Statistical methods and computing for big data., Wang C, Chen MH, Schifano E, Wu J, Yan J, Stat Interface, Volume 9, 2016, Issue 4, p.399-414. (2016) PubMed |
The power prior: Theory and applications., Ibrahim JG, Chen MH, Gwon Y, Chen F, Stat Med, Volume 34, 2015 Dec 10, Issue 28, p.3724-49. (2015) PubMed |
Bayesian probability of success for clinical trials using historical data., Ibrahim JG, Chen MH, Lakshminarayanan M, Liu GF, Heyse JF, Stat Med, Volume 34, 2015 Jan 30, Issue 2, p.249-64. (2015) PubMed |
A counterfactual p-value approach for benefit-risk assessment in clinical trials., Zeng D, Chen MH, Ibrahim JG, Wei R, Ding B, Ke C, Jiang Q, J Biopharm Stat, Volume 25, 2015, Issue 3, p.508-24. (2015) PubMed |
Diagnostic measures for the Cox regression model with missing covariates., Zhu H, Ibrahim JG, Chen MH, Biometrika, Volume 102, 2015 Dec, Issue 4, p.907-923. (2015) PubMed |
Confident difference criterion: a new Bayesian differentially expressed gene selection algorithm with applications., Yu F, Chen MH, Kuo L, Talbott H, Davis JS, BMC Bioinformatics, Volume 16, 2015 Aug 07, p.245. (2015) PubMed |
Quantile regression for censored mixed-effects models with applications to HIV studies., Lachos VH, Chen MH, Abanto-Valle CA, Azevedo CLN, Stat Interface, Volume 8, 2015, Issue 2, p.203-215. (2015) PubMed |
Bayesian path specific frailty models for multi-state survival data with applications., DE Castro M, Chen MH, Zhang Y, Biometrics, Volume 71, 2015 Sep, Issue 3, p.760-71. (2015) PubMed |
Bayesian inference of hidden gamma wear process model for survival data with ties., Sinha A, Chi Z, Chen MH, Stat Sin, Volume 25, 2015 Oct, Issue 4, p.1613-1635. (2015) PubMed |
Quantifying the average of the time-varying hazard ratio via a class of transformations., Chen Q, Zeng D, Ibrahim JG, Chen MH, Pan Z, Xue X, Lifetime Data Anal, Volume 21, 2015 Apr, Issue 2, p.259-79. (2015) PubMed |
Bayesian inference for multivariate meta-regression with a partially observed within-study sample covariance matrix., Yao H, Kim S, Chen MH, Ibrahim JG, Shah AK, Lin J, J Am Stat Assoc, Volume 110, 2015 Jun, Issue 510, p.528-544. (2015) PubMed |
Bayesian transformation models for multivariate survival data., DE Castro M, Chen MH, Ibrahim JG, Klein JP, Scand Stat Theory Appl, Volume 41, 2014 Mar, Issue 1, p.187-199. (2014) PubMed |
Multivariate recurrent events in the presence of multivariate informative censoring with applications to bleeding and transfusion events in myelodysplastic syndrome., Zeng D, Ibrahim JG, Chen MH, Hu K, Jia C, J Biopharm Stat, Volume 24, 2014, Issue 2, p.429-42. (2014) PubMed |
Bayesian gamma frailty models for survival data with semi-competing risks and treatment switching., Zhang Y, Chen MH, Ibrahim JG, Zeng D, Chen Q, Pan Z, Xue X, Lifetime Data Anal, Volume 20, 2014 Jan, Issue 1, p.76-105. (2014) PubMed |
Bayesian design of superiority clinical trials for recurrent events data with applications to bleeding and transfusion events in myelodyplastic syndrome., Chen MH, Ibrahim JG, Zeng D, Hu K, Jia C, Biometrics, Volume 70, 2014 Dec, Issue 4, p.1003-13. (2014) PubMed |
Bayesian sequential meta-analysis design in evaluating cardiovascular risk in a new antidiabetic drug development program., Chen MH, Ibrahim JG, Xia A, Liu T, Hennessey V, Stat Med, Volume 33, 2014 Apr 30, Issue 9, p.1600-18. (2014) PubMed |
Assessing model fit in joint models of longitudinal and survival data with applications to cancer clinical trials., Zhang D, Chen MH, Ibrahim JG, Boye ME, Wang P, Shen W, Stat Med, Volume 33, 2014 Nov 30, Issue 27, p.4715-33. (2014) PubMed |
Bayesian modeling and inference for clinical trials with partial retrieved data following dropout., Chen Q, Chen MH, Ohlssen D, Ibrahim JG, Stat Med, Volume 32, 2013 Oct 30, Issue 24, p.4180-95. (2013) PubMed |
Bayesian inference for multivariate meta-analysis Box-Cox transformation models for individual patient data with applications to evaluation of cholesterol-lowering drugs., Kim S, Chen MH, Ibrahim JG, Shah AK, Lin J, Stat Med, Volume 32, 2013 Oct 15, Issue 23, p.3972-90. (2013) PubMed |
Bayesian meta-experimental design: evaluating cardiovascular risk in new antidiabetic therapies to treat type 2 diabetes., Ibrahim JG, Chen MH, Xia A, Liu T, Biometrics, Volume 68, 2012 Jun, Issue 2, p.578-86. (2012) PubMed |
Bayesian methods in clinical trials: A Bayesian analysis of ECOG trials E1684 and E1690., Ibrahim JG, Chen MH, Chu H, BMC Med Res Methodol, Volume 12, 2012 Nov 29, p.183. (2012) PubMed |
Missing data in clinical studies: Issues and methods., Ibrahim JG, Chu H, Chen MH, J Clin Oncol, Volume 30, 2012 Sep 10, Issue 26, p.3297-303. (2012) PubMed |
Meta-analysis methods and models with applications in evaluation of cholesterol-lowering drugs., Chen MH, Ibrahim JG, Shah AK, Lin J, Yao H, Stat Med, Volume 31, 2012 Dec 10, Issue 28, p.3597-616. (2012) PubMed |
Estimating treatment effects with treatment switching via semicompeting risks models: an application to a colorectal cancer study., Zeng D, Chen Q, Chen MH, Ibrahim JG, Biometrika, Volume 99, 2012 Mar, Issue 1, p.167-184. (2012) PubMed |
Bayesian design of noninferiority trials for medical devices using historical data., Chen MH, Ibrahim JG, Lam P, Yu A, Zhang Y, Biometrics, Volume 67, 2011 Sep, Issue 3, p.1163-70. (2011) PubMed |
BSMED: Bayesian survival meta-experimental design using historical data (SAS)., Ibrahim JG, Gwon Y, Chen MH, (2015) |
JMfit - For fitting joint models for longitudinal and survival data (SAS)., Zhang D, Chen MH, Ibrahim JG, p.Updated 08/2015; 06/2016. (2014) Zip File update 06/2016 |
Fixed: Bayesian meta-experimental design (SAS)., Ibrahim JG, Chen MH, Xia A, Liu T, (2012) |