|
Abanto-Valle CA, Langrock R, Chen MH, Cardoso MV. "Maximum likelihood estimation for stochastic volatility in mean models with heavy-tailed distributions." Appl Stoch Models Bus Ind.;33(4):394-408. PubMed |
|
Baldoni PL, Rashid NU, Ibrahim JG. "Improved detection of epigenomic marks with mixed effects hidden Markov models." Biometrics.;75(4):1401-1413. PubMed |
|
Barry WT, Perou CM, Marcom K, Carey LA, Ibrahim JG. "The use of Bayesian hierarchical models for adaptive randomization in biomarker-driven phase II studies." J Biopharm Stat.;25(1):66-88. PubMed |
|
Cao H, Churpek MM, Zeng D, Fine JP. "Analysis of the proportional hazards model with sparse longitudinal covariates." J Am Stat Assoc.;110(511):1187-1196. PubMed |
|
Cao H, Zeng D, Fine JP. "Regression analysis of sparse asynchronous longitudinal data." J R Stat Soc Series B Stat Methodol.;77(4):755-776. PubMed |
|
Chen Y, Liu Y, Ning J, Cormier J, Chu H. "A hybrid model for combining case-control and cohort studies in systematic reviews of diagnostic tests." J R Stat Soc Ser C Appl Stat.;64(3):469-489. PubMed |
|
Chen Y, Liu Y, Chu H, Lee MLTing, Schmid CH. "A simple and robust method for multivariate meta-analysis of diagnostic test accuracy." Stat Med.;36(1):105-121. PubMed |
|
Chen K, Mishra N, Smyth J, Bar H, Schifano E, Kuo L, Chen MH. "A tailored multivariate mixture model for detecting proteins of concordant change among virulent strains of Clostridium Perfringens." J Am Stat Assoc.;113(522):546-559. PubMed |
|
Chow SM, Lu Z, Sherwood A, Zhu H. "Fitting nonlinear ordinary differential equation models with random effects and unknown initial conditions using the stochastic approximation expectation-maximization (SAEM) algorithm." Psychometrika.;81(1):102-34. PubMed |
|
Cornea E, Zhu H, Kim P, Ibrahim JG. "Regression models on Riemannian symmetric spaces." J R Stat Soc Series B Stat Methodol.;79(2):463-482. PubMed |
|
DE Castro M, Chen MH, Zhang Y. "Bayesian frailty models for multi-state survival data.. |
|
DE Castro M, Chen MH, Zhang Y. "Bayesian path specific frailty models for multi-state survival data with applications." Biometrics.;71(3):760-71. PubMed |
|
Deng Q, Zhang YY, Roy D, Chen MH. "Superiority of combining two independent trials in interim futility analysis." Stat Methods Med Res.;29(2):522-540. PubMed |
|
Diao G, Liu GF, Zeng D, Wang W, Tan X, Heyse JF, Ibrahim JG. "Efficient methods for signal detection from correlated adverse events in clinical trials." Biometrics.;75(3):1000-1008. PubMed |
|
Diao G, Zeng D, Ibrahim JG, Rong A, Lee O, Zhang K, Chen Q. "Statistical design of noninferiority multiple region clinical trials to assess global and consistent treatment effects." J Biopharm Stat.;27(6):933-944. PubMed |
|
Eggleston BS, Ibrahim JG, Catellier D. "Bayesian clinical trial design using Markov models with applications to autoimmune disease." Contemp Clin Trials.;63:73-83. PubMed |
|
Gao F, Zeng D, Wei H, Wang X, Ibrahim JG. "Estimating Treatment Effects for recurrent events in the presence of rescue medications: An application to the Immune Thrombocytopenia Study." Stat Biosci.;10(2):473-489. PubMed |
|
Gould L, Boye MErnest, Crowther MJ, Ibrahim JG, Quartey G, Micallef S, Bois FY. "Joint modeling of survival and longitudinal non-survival data: current methods and issues. Report of the DIA Bayesian joint modeling working group." Stat Med.;34(14):2181-95. PubMed |
|
Gould L, Boye MErnest, Crowther MJ, Ibrahim JG, Quartey G, Micallef S, Bois FY. "Responses to discussants of 'Joint modeling of survival and longitudinal non-survival data: current methods and issues. report of the DIA Bayesian joint modeling working group'." Stat Med.;34(14):2202-3. PubMed |
|
Guo R, Ahn M, Zhu H. "Spatially weighted principal component analysis for imaging classification." J Comput Graph Stat.;24(1):274-296. PubMed |
|
Gwon Y, Mo M, Chen MH, Chi Z, Li J, Xia AH, Ibrahim JG. "Network meta-regression for ordinal outcomes: Applications in comparing Crohn's disease treatments." Stat Med.. PubMed |
|
Hodgson E, Olshan AF, North KE, Poole CL, Zeng D, Tse CK, Keku TO, Galanko J, Sandler R, Millikan RC. "The case-only independence assumption: associations between genetic polymorphisms and smoking among controls in two population-based studies." Int J Mol Epidemiol Genet.;3(4):333-60. PubMed |
|
Ibrahim JG, Chu H, Chen LM. "Basic concepts and methods for joint models of longitudinal and survival data." J Clin Oncol.;28(16):2796-801. PubMed |
|
Ibrahim JG, Chen MH, Xia A, Liu T, Henessey V. "Bayesian meta-experimental design for evaluating cardiovascular risk.:13-38. |
|
Ibrahim JG, Kim S, Chen MH, Shah AK, Lin J. "Bayesian multivariate skew meta-regression models for individual patient data." Stat Methods Med Res.;28(10-11):3415-3436. PubMed |
|
Ibrahim JG, Chen MH, Lakshminarayanan M, Liu GF, Heyse JF. "Bayesian probability of success for clinical trials using historical data." Stat Med.;34(2):249-64. PubMed |
|
Ibrahim JG, Chen MH, Gwon Y, Chen F. "The power prior: Theory and applications." Stat Med.;34(28):3724-49. PubMed |
|
Joeng HK, Chen MH, Kang S. "Proportional exponentiated link transformed hazards (ELTH) models for discrete time survival data with application." Lifetime Data Anal.;22(1):38-62. PubMed |
|
Kong D, Ibrahim JG, Lee E, Zhu H. "FLCRM: Functional linear Cox regression model." Biometrics.;74(1):109-117. PubMed |
|
Lachos VH, Chen MH, Abanto-Valle CA, Azevedo CLN. "Quantile regression for censored mixed-effects models with applications to HIV studies." Stat Interface.;8(2):203-215. PubMed |
|
Leão WL, Abanto-Valle CA, Chen MH. "Bayesian analysis of stochastic volatility-in-mean model with leverage and asymmetrically heavy-tailed error using generalized hyperbolic skew Student's t-distribution." Stat Interface.;10:529-541. PubMed |
|
Lee E, Zhu H, Kong D, Wang Y, Giovanello KSullivan, Ibrahim JG. "BFLCRM: A Bayesian functional linear Cox regression model for predicting time to conversion to Alzheimer's disease." Ann Appl Stat.;9(4):2153-2178. PubMed |
|
Lewis PO, Chen MH, Kuo L, Lewis LA, Fučíková K, Neupane S, Wang YB, Shi D. "Estimating Bayesian phylogenetic information content. " Syst Biol.;65(6):1009-1023. PubMed |
|
Li W, Chen MH, Wangy X, Dey DK. "Bayesian design of non-inferiority clinical trials via the Bayes factor." Stat Biosci.;10(2):439-459. PubMed |
|
Li H, Chen MH, Ibrahim JG, Kim S, Shah AK, Lin J, Tershakovec AM. "Bayesian inference for network meta-regression using multivariate random effects with applications to cholesterol lowering drugs." Biostatistics.;20(3):499-516. PubMed |
|
Liu Y, Hu G, Cao L, Wang X, Chen MH. "A comparison of Monte Carlo methods for computing marginal likelihoods of item response theory models." J Korean Stat Soc.;48(4):503-512. PubMed |
|
Lu ZH, Khondker Z, Ibrahim JG, Wang Y, Zhu H. "Bayesian longitudinal low-rank regression models for imaging genetic data from longitudinal studies." Neuroimage.;149:305-322. PubMed |
|
Ma X, Suri MFareed K, Chu H. "A trivariate meta-analysis of diagnostic studies accounting for prevalence and non-evaluable subjects: re-evaluation of the meta-analysis of coronary CT angiography studies." BMC Med Res Methodol.;14:128. PubMed |
|
Neupane S, Fučíková K, Lewis LA, Kuo L, Chen MH, Lewis PO. "Assessing combinability of phylogenomic data using Bayes factors." Syst Biol.;68(5):744-754. PubMed |
|
Oguz I, Farzinfar M, Matsui J, Budin F, Liu Z, Gerig G, Johnson HJ, Styner M. "DTIPrep: quality control of diffusion-weighted images." Front Neuroinform.;8:4. PubMed |
|
Psioda MA, Ibrahim JG. "Bayesian clinical trial design using historical data that inform the treatment effect." Biostatistics.;20(3):400-415. PubMed |
|
Rao S, Ibrahim JG, Cheng J, Yap PT, Zhu H. "SR-HARDI: Spatially regularizing high angular resolution diffusion imaging." J Comput Graph Stat.;25(4):1195-1211. PubMed |
|
Schifano ED, Wu J, Wang C, Yan J, Chen MH. "Online updating of statistical inference in the big data setting." Technometrics.;58(3):393-403. PubMed |
|
Sun Q, Zhu H, Liu Y, Ibrahim JG. "SPReM: Sparse projection regression model for high-dimensional linear regression." J Am Stat Assoc.;110(509):289-302. PubMed |
|
Tan HJ, Meyer AM, Kuo TM, Smith AB, Wheeler SB, Carpenter WR, Nielsen ME. "Provider-based research networks and diffusion of surgical technologies among patients with early-stage kidney cancer." Cancer.;121(6):836-43. PubMed |
|
Tang N, Zhao P, Zhu H. "Empirical likelihood for estimating equations with nonignorably missing data." Stat Sin.;24(2):723-747. PubMed |
|
Verde AR, Budin F, Berger JB, Gupta A, Farzinfar M, Kaiser A, Ahn M, Johnson H, Matsui J, Hazlett HC, Sharma A, Goodlett C, Shi Y, Gouttard S, Vachet C, Piven J, Zhu H, Gerig G, Styner M. "UNC-Utah NA-MIC framework for DTI fiber tract analysis." Front Neuroinform.;7:51. PubMed |
|
Wang YB, Chen MH, Kuo L, Lewis PO. "A new Monte Carlo method for estimating marginal likelihoods." Bayesian Anal.;13(2):311-333. PubMed |
|
Wang J, Shen H, Zhu H. "Discussion of the paper "Clustering random curves under spatial interdependence with application to service accessibility" by Jiang and Serban." Technometrics.;54(2):129-133. PubMed |
|
Wang X, Chen MH, Kuo RC, Dey DK. "Dynamic spatial pattern recognition in count data.:185-202. |
|
Wang Y, Liang B, Tong X, Marder K, Bressman S, Orr-Urtreger A, Giladi N, Zeng D. "Efficient estimation of nonparametric genetic risk function with censored data." Biometrika.;102(3):515-532. PubMed |
|
Wang C, Chen MH, Wu J, Yan J, Zhang Y, Schifano E. "Online updating method with new variables for big data streams." Can J Stat.;46(1):123-146. PubMed |
|
Wang W, Chen MH, Chiou SHan, Lai HC, Wang X, Yan J, Zhang Z. "Onset of persistent pseudomonas aeruginosa infection in children with cystic fibrosis with interval censored data." BMC Med Res Methodol.;16(1):122. PubMed |
|
Wang YB, Chen MH, Kuo L, Lewis PO. "Partition weighted approach for estimating the marginal posterior density with applications." J Comput Graph Stat.;28(2):334-349. PubMed |
|
Wang C, Chen MH, Schifano E, Wu J, Yan J. "Statistical methods and computing for big data." Stat Interface.;9(4):399-414. PubMed |
|
Wilson FR, Varu A, Mitra D, Cameron C, Iyer S. "Systematic review and network meta-analysis comparing palbociclib with chemotherapy agents for the treatment of postmenopausal women with HR-positive and HER2-negative advanced/metastatic breast cancer." Breast Cancer Res Treat.;166(1):167-177. PubMed |
|
Wu J, Chen MH, Schifano ED, Ibrahim JG, Fisher JD. "A new Bayesian joint model for longitudinal count data with many zeros, intermittent missingness, and dropout with applications to HIV prevention trials." Stat Med.;38(30):5565-5586. PubMed |
|
Wu J, DE Castro M, Schifano ED, Chen MH. "Assessing covariate effects using Jeffreys-type prior in the Cox model in the presence of a monotone partial likelihood." J Stat Theory Pract.;12(1):23-41. PubMed |
|
Wu J, Ibrahim JG, Chen MH, Schifano ED, Fisher JD. "Bayesian modeling and inference for nonignorably missing longitudinal binary response data with applications to HIV prevention trials." Stat Sin.;28:1929-1963. PubMed |
|
Xia K, Yu Y, Ahn M, Zhu H, Zou F, Gilmore JH, Knickmeyer RC. "Environmental and genetic contributors to salivary testosterone levels in infants." Front Endocrinol (Lausanne).;5:187. PubMed |
|
Yang HC, Hu G, Chen MH. "Bayesian variable selection for Pareto regression models with latent multivariate log Gamma process with applications to earthquake magnitudes" Geosciences (Basel).;9(4). PubMed |
|
Yao H, Kim S, Chen MH, Ibrahim JG, Shah AK, Lin J. "Bayesian inference for multivariate meta-regression with a partially observed within-study sample covariance matrix." J Am Stat Assoc.;110(510):528-544. PubMed |
|
Yu F, Chen MH, Kuo L, Talbott H, Davis JS. "Confident difference criterion: a new Bayesian differentially expressed gene selection algorithm with applications." BMC Bioinformatics.;16:245. PubMed |
|
Zeng D, Cornea E, Dong J, Pan J, Ibrahim JG. "Assessing temporal agreement between central and local progression-free survival times." Stat Med.;34(5):844-58. PubMed |
|
Zeng D, Lin DY. "Efficient estimation of semiparametric transformation models for two-phase cohort studies." J Am Stat Assoc.;109(505):371-383. PubMed |
|
Zeng D, Gao F, Hu K, Jia C, Ibrahim JG. "Hypothesis testing for two-stage designs with over or under enrollment." Stat Med.;34(16):2417-26. PubMed |
|
Zhang D, Chen MH, Ibrahim JG, Boye ME, Wang P, Shen W. "Assessing model fit in joint models of longitudinal and survival data with applications to cancer clinical trials." Stat Med.;33(27):4715-33. PubMed |
|
Zhang D, Chen MH, Ibrahim JG, Boye ME, Shen W. "Bayesian model assessment in joint modeling of longitudinal and survival data with applications to cancer clinical trials." J Comput Graph Stat.;26(1):121-133. PubMed |
|
Zhang D, Chen MH, Ibrahim JG, Boye ME, Shen W. "JMFit: A SAS macro for joint models of longitudinal and survival data." J Stat Softw.;71(3). PubMed |
|
Zhu H, Ibrahim JG, Chen Q. "Bayesian case-deletion model complexity and information criterion." Stat Interface.;7(4):531-542. PubMed |
|
Zhu H, Ibrahim JG, Chen MH. "Diagnostic measures for the Cox regression model with missing covariates." Biometrika.;102(4):907-923. PubMed |
