Edit Profile (opens in new tab) Ibrahim, Joseph George Co-Author Distance Author ID: ibrahim.joseph-g Published as: Ibrahim, Joseph G.; Ibrahim, Joseph Homepage: https://sph.unc.edu/adv_profile/joseph-g-ibrahim-phd/ External Links: MGP · Wikidata · Google Scholar · dblp · GND · IdRef Documents Indexed: 193 Publications since 1991, including 2 Books and 2 Additional arXiv Preprints 1 Contribution as Editor Co-Authors: 181 Co-Authors with 190 Joint Publications 4,153 Co-Co-Authors all top 5 Co-Authors 0 single-authored 57 Chen, Minghui 41 Zhu, Hongtu 30 Lipsitz, Stuart R. 16 Sinha, Debajyoti 13 Zeng, Donglin 10 Chen, Qingxia 10 Fitzmaurice, Garrett Martin 8 Molenberghs, Geert 8 Tang, Niansheng 7 Sun, Wei 6 Herring, Amy H. 6 Rashid, Naim U. 6 Shao, Qi-Man 6 Yin, Guosheng 5 Chi, Yueh-Yun 5 Gelfond, Jonathan A. L. 5 Shi, Xiaoyan 4 Diao, Guoqing 4 Gupta, Mayetri 4 Kim, Sungduk 4 Laud, Purushottam W. 4 Li, Yimei 4 Lin, Weili 4 Parzen, Michael I. 4 Ryan, Louise Marie 4 Zhang, Heping 3 Brown, Elizabeth R. 3 Chu, Haitao 3 Garcia, Ramon I. 3 Hu, Kuolung 3 Peterson, Bradley S. 3 Tadesse, Mahlet G. 3 Wilson, Douglas R. 2 2 Baldoni, Pedro L. 2 Cho, Hyunsoon 2 Chow, Sy-Miin 2 Daniel, Luca 2 Elfadel, M. 2 Gelber, Richard D. 2 Gentleman, Robert 2 Guo, Ruixin 2 Huang, Lan 2 Jin, Chong 2 Khondker, Zakaria S. 2 Klar, Neil 2 Klein, John Peter 2 Kleinman, Ken P. 2 Kong, Dehan 2 Lee, Eunjee 2 Lieberman, Jeffrey A. 2 Liu, Guanghan Frank 2 Miranda, Michelle F. 2 Pan, Zhiying 2 Psioda, Matthew A. 2 Srivastava, Anuj 2 Stubbendick, Amy L. 2 Styner, Martin A. 2 Sun, Qiang 2 Tan, Xianming 2 Weiss, Robert E. 2 Wu, Yuexuan 2 Xiong, Di 2 Xue, Xiaodong 2 Zhang, Yuanye 2 Zhang, Zheng 2 Zhang, Zhengwu 1 Ahn, Mihye 1 Akacha, Mouna 1 AMGEN research group 1 An, Hongyu 1 Bissahoyo, Anika 1 Bois, Frédéric Y. 1 Bryant, Christopher H. 1 Buffenstein, Rochelle 1 Cao, Ming 1 Chen, Chien-Jen 1 Chen, Xian 1 Chen, Yashen 1 Chen, Yasheng 1 Chen, Yong 1 Chiaretti, Sabina 1 Cole, Stephen R. 1 Cornea, Emil 1 Das, Kalyan 1 Degruttola, Victor G. 1 Dey, Dipak Kumar 1 Duan, Rui 1 El Moselhy, Tarek A. 1 Ewell, Marian 1 Feng, Xiangnan 1 Fisher, Jeffrey D. 1 Foa, Robin 1 French, Jonathan L. 1 Gao, Wei 1 Ghosh, Souparno 1 Gilmore, John H. 1 Giovanello, Kelly Sullivan 1 Gray, Robert J. 1 Gunawardena, Harsha P. ...and 86 more Co-Authors all top 5 Serials 56 Biometrics 30 Journal of the American Statistical Association 13 Biometrika 12 Statistica Sinica 11 Lifetime Data Analysis 7 Journal of the Royal Statistical Society. Series C. Applied Statistics 7 The Annals of Applied Statistics 6 Biostatistics 5 Journal of the Royal Statistical Society. Series B. Statistical Methodology 5 Statistics and Its Interface 4 Journal of Multivariate Analysis 4 Journal of Statistical Planning and Inference 3 The Canadian Journal of Statistics 3 Scandinavian Journal of Statistics 2 The Annals of Statistics 2 Test 2 Statistical Modelling 2 Bayesian Analysis 2 Springer Series in Statistics 1 Psychometrika 1 The Australian Journal of Statistics 1 Biometrical Journal 1 Sankhyā. Series B. Methodological 1 Journal of the Royal Statistical Society. Series B 1 Computational Statistics and Data Analysis 1 Journal of the Royal Statistical Society. Series A. Statistics in Society 1 Statistical Applications in Genetics and Molecular Biology 1 Chapman & Hall/CRC Handbooks of Modern Statistical Methods all top 5 Fields 192 Statistics (62-XX) 45 Numerical analysis (65-XX) 35 Biology and other natural sciences (92-XX) 4 Differential geometry (53-XX) 3 Information and communication theory, circuits (94-XX) 2 Probability theory and stochastic processes (60-XX) 1 Commutative algebra (13-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 169 Publications have been cited 2,834 times in 1,815 Documents Cited by ▼ Year ▼ Bayesian survival analysis. Zbl 0978.62091 Ibrahim, Joseph G.; Chen, Ming-Hui; Sinha, Debajyoti 241 2001 Monte Carlo methods in Bayesian computation. Zbl 0949.65005 Chen, Ming-Hui; Shao, Qi-Man; Ibrahim, Joseph G. 199 2000 A new Bayesian model for survival data with a surviving fraction. Zbl 0996.62019 Chen, Ming-Hui; Ibrahim, Joseph G.; Sinha, Debajyoti 153 1999 Missing-data methods for generalized linear models: A comparative review. Zbl 1117.62360 Ibrahim, Joseph G.; Chen, Ming-Hui; Lipsitz, Stuart R.; Herring, Amy H. 97 2005 Missing covariates in generalized linear models when the missing data mechanism is non-ignorable. Zbl 0917.62060 Ibrahim, Joseph G.; Lipsitz, Stuart R.; Chen, Ming-Hui 88 1999 Missing responses in generalized linear mixed models when the missing data mechanism is nonintegrable. Zbl 0984.62047 Ibrahim, Joseph G.; Chen, Ming-Hui; Lipsitz, Stuart R. 68 2001 Predictive model selection. Zbl 0809.62024 Laud, Purushottam W.; Ibrahim, Joseph G. 61 1995 Cure rate models: a unified approach. Zbl 1098.62127 Yin, Guosheng; Ibrahim, Joseph G. 59 2005 Perturbation selection and influence measures in local influence analysis. Zbl 1129.62068 Zhu, Hongtu; Ibrahim, Joseph G.; Lee, Sikyum; Zhang, Heping 51 2007 A semiparametric Bayesian approach to the random effects model. Zbl 1058.62513 Kleinman, Ken P.; Ibrahim, Joseph G. 46 1998 Semiparametric transformation models for survival data with a cure fraction. Zbl 1119.62381 Zeng, Donglin; Yin, Guosheng; Ibrahim, Joseph G. 45 2006 A Bayesian semiparametric joint hierarchical model for longitudinal and survival data. Zbl 1210.62022 Brown, Elizabeth R.; Ibrahim, Joseph G. 42 2003 Fixed and random effects selection in mixed effects models. Zbl 1217.62171 Ibrahim, Joseph G.; Zhu, Hongtu; Garcia, Ramon I.; Guo, Ruixin 42 2011 On Bayesian analysis of generalized linear models using Jeffreys’s prior. Zbl 0850.62292 Ibrahim, Joseph G.; Laud, Purushottam W. 42 1991 Model selection criteria for missing-data problems using the EM algorithm. Zbl 1286.62082 Ibrahim, Joseph G.; Zhu, Hongtu; Tang, Niansheng 42 2008 Missing data methods in longitudinal studies: a review. Zbl 1203.62193 Ibrahim, Joseph G.; Molenberghs, Geert 37 2009 A flexible B-spline model for multiple longitudinal biomarkers and survival. Zbl 1077.62102 Brown, Elizabeth R.; Ibrahim, Joseph G.; DeGruttola, Victor 36 2005 Joint models for multivariate longitudinal and multivariate survival data. Zbl 1097.62122 Chi, Yueh-Yun; Ibrahim, Joseph G. 36 2006 Monte Carlo EM for missing covariates in parametric regression models. Zbl 1059.62662 Ibrahim, Joseph G.; Chen, Ming-Hui; Lipsitz, Stuart R. 36 1999 A weighted estimating equation for missing covariate data with properties similar to maximum likelihood. Zbl 1072.62532 Lipsitz, Stuart R.; Ibrahim, Joseph G.; Zhao, Lue Ping 35 1999 A conditional model for incomplete covariates in parametric regression models. Zbl 0885.62026 Lipsitz, Stuart R.; Ibrahim, Joseph G. 33 1996 Bayesian semiparametric models for survival data with a cure fraction. Zbl 1209.62036 Ibrahim, Joseph G.; Chen, Ming-Hui; Sinha, Debajyoti 31 2001 Bayesian inference for multivariate survival data with a cure fraction. Zbl 1003.62091 Chen, Ming-Hui; Ibrahim, Joseph G.; Sinha, Debajyoti 31 2002 Bayesian case influence diagnostics for survival models. Zbl 1159.62073 Cho, Hyunsoon; Ibrahim, Joseph G.; Sinha, Debajyoti; Zhu, Hongtu 31 2009 Bayesian models for gene expression with DNA microarray data. Zbl 1073.62578 Ibrahim, Joseph G.; Chen, Ming-Hui; Gray, Robert J. 29 2002 A predictive approach to the analysis of designed experiments. Zbl 0791.62080 Ibrahim, Joseph G.; Laud, Purushottam W. 27 1994 Likelihood-based methods for missing covariates in the Cox proportional hazards model. Zbl 1014.62112 Herring, Amy H.; Ibrahim, Joseph G. 27 2001 Parameter estimation in longitudinal studies with outcome-dependent follow-up. Zbl 1210.62181 Lipsitz, Stuart R.; Fitzmaurice, Garrett M.; Ibrahim, Joseph G.; Gelber, Richard; Lipshultz, Steven 26 2002 Prior elicitation, variable selection and Bayesian computation for logistic regression models. Zbl 0913.62026 Chen, Ming-Hui; Ibrahim, Joseph G.; Yiannoutsos, Constantin 26 1999 A Bayesian justification of Cox’s partial likelihood. Zbl 1436.62469 Sinha, Debajyoti; Ibrahim, Joseph G.; Chen, Ming-Hui 26 2003 Regression models on Riemannian symmetric spaces. Zbl 1414.62177 Cornea, Emil; Zhu, Hongtu; Kim, Peter; Ibrahim, Joseph G. 25 2017 Maximum likelihood methods for cure rate models with missing covariates. Zbl 1209.62022 Chen, Ming-Hui; Ibrahim, Joseph G. 24 2001 Bayesian influence analysis: a geometric approach. Zbl 1215.62029 Zhu, Hongtu; Ibrahim, Joseph G.; Tang, Niansheng 22 2011 Criterion-based methods for Bayesian model assessment. Zbl 1037.62017 Ibrahim, Joseph G.; Chen, Ming-Hui; Sinha, Debajyoti 22 2001 Intrinsic regression models for positive-definite matrices with applications to diffusion tensor imaging. Zbl 1388.62198 Zhu, Hongtu; Chen, Yasheng; Ibrahim, Joseph G.; Li, Yimei; Hall, Colin; Lin, Weili 22 2009 Maximum likelihood methods for nonignorable missing responses and covariates in random effects models. Zbl 1274.62174 Stubbendick, Amy L.; Ibrahim, Joseph G. 21 2003 Conjugate priors for generalized linear models. Zbl 1015.62074 Chen, Ming-Hui; Ibrahim, Joseph G. 21 2003 Variable selection in regression mixture modeling for the discovery of gene regulatory networks. Zbl 1469.62369 Gupta, Mayetri; Ibrahim, Joseph G. 19 2007 Bayesian methods for joint modeling of longitudinal and survival data with applications to cancer vaccine trials. Zbl 1073.62100 Ibrahim, Joseph G.; Chen, Ming-Hui; Sinha, Debajyoti 19 2004 Semiparametric models for missing covariate and response data in regression models. Zbl 1091.62056 Chen, Qingxia; Ibrahim, Joseph G. 19 2006 Bayesian approaches to joint cure-rate and longitudinal models with applications to cancer vaccine trials. Zbl 1210.62145 Brown, Elizabeth R.; Ibrahim, Joseph G. 18 2003 Statistical analysis of diffusion tensors in diffusion-weighted magnetic resonance imaging data. Zbl 1332.62222 Zhu, Hongtu; Zhang, Heping; Ibrahim, Joseph G.; Peterson, Bradley S. 18 2007 Bayesian methods for generalized linear models with covariates missing at random. Zbl 0999.62021 Ibrahim, Joseph G.; Chen, Ming-Hui; Lipsitz, Stuart R. 18 2002 FLCRM: functional linear Cox regression model. Zbl 1415.62111 Kong, Dehan; Ibrahim, Joseph G.; Lee, Eunjee; Zhu, Hongtu 18 2018 Likelihood-based inference with nonignorable missing responses and covariates in models for discrete longitudinal data. Zbl 1111.62021 Stubbendick, Amy L.; Ibrahim, Joseph G. 17 2006 Theory and inference for regression models with missing responses and covariates. Zbl 1141.62010 Chen, Qingxia; Ibrahim, Joseph G.; Chen, Ming-Hui; Senchaudhuri, Pralay 17 2008 Bayesian variable selection for proportional hazards models. Zbl 0957.62018 Ibrahim, Joseph G.; Chen, Ming-Hui; MacEachern, Steven N. 17 1999 On optimality properties of the power prior. Zbl 1047.62024 Ibrahim, Joseph G.; Chen, Ming-Hui; Sinha, Debajyoti 17 2003 A new joint model for longitudinal and survival data with a cure fraction. Zbl 1051.62098 Chen, Ming-Hui; Ibrahim, Joseph G.; Sinha, Debajyoti 17 2004 Multiscale adaptive regression models for neuroimaging data. Zbl 1226.62063 Li, Yimei; Zhu, Hongtu; Shen, Dinggang; Lin, Weili; Gilmore, John H.; Ibrahim, Joseph G. 15 2011 Variable selection for regression models with missing data. Zbl 1180.62057 Garcia, Ramon I.; Ibrahim, Joseph G.; Zhu, Hongtu 15 2010 Power prior distributions for generalized linear models. Zbl 0971.62036 Chen, Ming-Hui; Ibrahim, Joseph G.; Shao, Qi-Man 15 2000 Bayesian analysis for generalized linear models with nonignorably missing covariates. Zbl 1083.62028 Huang, Lan; Chen, Ming-Hui; Ibrahim, Joseph G. 15 2005 A note on permutation tests for variance components in multilevel generalized linear mixed models. Zbl 1146.62086 Fitzmaurice, Garrett M.; Lipsitz, Stuart R.; Ibrahim, Joseph G. 15 2007 Using auxiliary data for parameter estimation with non-ignorably missing outcomes. Zbl 1112.62305 Ibrahim, Joseph G.; Lipsitz, Stuart R.; Horton, Nick 14 2001 Gamma frailty transformation models for multivariate survival times. Zbl 1163.62025 Zeng, Donglin; Chen, Qingxia; Ibrahim, Joseph G. 14 2009 Parameter estimation from incomplete data in binomial regression when the missing data mechanism is nonignorable. Zbl 0875.62334 Ibrahim, Joseph G.; Lipsitz, Stuart R. 14 1996 Local influence for generalized linear models with missing covariates. Zbl 1180.62103 Shi, Xiaoyan; Zhu, Hongtu; Ibrahim, Joseph G. 13 2009 An estimating equations approach for modelling kappa. Zbl 0969.62067 Klar, Neil; Lipsitz, Stuart R.; Ibrahim, Joseph G. 13 2000 Using the EM-algorithm for survival data with incomplete categorical covariates. Zbl 0965.62081 Lipsitz, Stuart R.; Ibrahim, Joseph G. 13 1996 Estimation with correlated censored survival data with missing covariates. Zbl 0965.62080 Lipsitz, Stuart R.; Ibrahim, Joseph G. 12 2000 A class of Bayesian shared gamma frailty models with multivariate failure time data. Zbl 1077.62088 Yin, Guosheng; Ibrahim, Joseph G. 12 2005 The large sample distribution of the weighted log rank statistic under general local alternatives. Zbl 0891.62079 Ewell, Marian; Ibrahim, Joseph G. 12 1997 Prior elicitation for model selection and estimation in generalized linear mixed models. Zbl 1027.62056 Chen, Ming-Hui; Ibrahim, Joseph G.; Shao, Qi-Man; Weiss, Robert E. 12 2003 Bayesian generalized low rank regression models for neuroimaging phenotypes and genetic markers. Zbl 1368.62298 Zhu, Hongtu; Khondker, Zakaria; Lu, Zhaohua; Ibrahim, Joseph G. 12 2014 Posterior propriety and computation for the Cox regression model with applications to missing covariates. Zbl 1436.62476 Chen, Ming-Hui; Ibrahim, Joseph G.; Shao, Qi-Man 12 2006 Using a Box-Cox transformation in the analysis of longitudinal data with incomplete responses. Zbl 0944.62106 Lipsitz, Stuart R.; Ibrahim, Joseph; Molenberghs, Geert 11 2000 Diagnostic measures for empirical likelihood of general estimating equations. Zbl 1437.62678 Zhu, Hongtu; Ibrahim, Joseph G.; Tang, Niansheng; Zhang, Heping 11 2008 An information matrix prior for Bayesian analysis in generalized linear models with high dimensional data. Zbl 1191.62043 Gupta, Mayetri; Ibrahim, Joseph G. 11 2009 A generalized linear mixed model for longitudinal binary data with a marginal logit link function. Zbl 1220.62093 Parzen, Michael; Ghosh, Souparno; Lipsitz, Stuart; Sinha, Debajyoti; Fitzmaurice, Garrett M.; Mallick, Bani K.; Ibrahim, Joseph G. 11 2011 Bayesian variable selection and computation for generalized linear models with conjugate priors. Zbl 1330.62298 Chen, Ming-Hui; Huang, Lan; Ibrahim, Joseph G.; Kim, Sungduk 11 2008 Bayesian sensitivity analysis of statistical models with missing data. Zbl 1285.62029 Zhu, Hongtu; Ibrahim, Joseph G.; Tang, Niansheng 11 2014 Propriety of the posterior distribution and existence of the mle for regression models with covariates missing at random. Zbl 1117.62308 Chen, Ming-Hui; Ibrahim, Joseph G.; Shao, Qi-Man 10 2004 Bayesian model averaging with applications to benchmark dose estimation for arsenic in drinking water. Zbl 1118.62373 Morales, Knashawn H.; Ibrahim, Joseph G.; Chen, Chien-Jen; Ryan, Louise M. 10 2006 A general class of Bayesian survival models with zero and nonzero cure fractions. Zbl 1077.62087 Yin, Guosheng; Ibrahim, Joseph G. 10 2005 The relationship between the power prior and hierarchical models. Zbl 1331.62130 Chen, Ming-Hui; Ibrahim, Joseph G. 10 2006 The Bayesian covariance lasso. Zbl 1327.62138 Chu, Haitao; Ibrahim, Joseph G.; Khondker, Zakaria S.; Lin, Weili; Zhu, Hongtu 10 2013 Bayesian criterion based model assessment for categorical data. Zbl 1132.62301 Chen, Ming-Hui; Dey, Dipak K.; Ibrahim, Joseph G. 9 2004 Bayesian design of noninferiority trials for medical devices using historical data. Zbl 1271.62043 Chen, Ming-Hui; Ibrahim, Joseph G.; Lam, Peter; Yu, Alan; Zhang, Yuanye 9 2011 Estimating treatment effects with treatment switching via semicompeting risks models: an application to a colorectal cancer study. Zbl 1437.62669 Zeng, Donglin; Chen, Qingxia; Chen, Ming-Hui; Ibrahim, Joseph G.; AMGEN research group 9 2012 Estimating equations with incomplete categorical covariates in the Cox model. Zbl 1058.62559 Lipsitz, Stuart R.; Ibrahim, Joseph G. 9 1998 BFLCRM: a Bayesian functional linear Cox regression model for predicting time to conversion to Alzheimer’s disease. Zbl 1397.62456 Lee, Eunjee; Zhu, Hongtu; Kong, Dehan; Wang, Yalin; Giovanello, Kelly Sullivan; Ibrahim, Joseph G. 9 2015 Handbook of survival analysis. Zbl 1282.62233 9 2014 Bayesian cure rate models for malignant melanoma: a case-study of Eastern Cooperative Oncology Group trial E1690. Zbl 1111.62333 Chen, Ming-Hui; Harrington, David P.; Ibrahim, Joseph G. 8 2002 Inference for a class of transformed hazards models. Zbl 1117.62457 Zeng, Donglin; Yin, Guosheng; Ibrahim, Joseph G. 8 2005 Bayesian lasso for semiparametric structural equation models. Zbl 1274.62781 Guo, Ruixin; Zhu, Hongtu; Chow, Sy-Miin; Ibrahim, Joseph G. 8 2012 Sieve maximum likelihood estimation for regression models with covariates missing at random. Zbl 1332.62112 Chen, Qingxia; Zeng, Donglin; Ibrahim, Joseph G. 8 2007 A semiparametric mixture model for analyzing clustered competing risks data. Zbl 1079.62117 Naskar, Malay; Das, Kalyan; Ibrahim, Joseph G. 8 2005 Bayesian influence measures for joint models for longitudinal and survival data. Zbl 1272.62104 Zhu, Hongtu; Ibrahim, Joseph G.; Chi, Yueh-Yun; Tang, Niansheng 8 2012 A temporal hidden Markov regression model for the analysis of gene regulatory networks. Zbl 1267.62091 Gupta, Mayetri; Qu, Pingping; Ibrahim, Joseph G. 8 2007 Non-ignorable missing covariate data in survival analysis: a case-study of an international breast Cancer Study Group trial. Zbl 1111.62344 Herring, Amy H.; Ibrahim, Joseph G.; Lipsitz, Stuart R. 7 2004 GEE with Gaussian estimation of the correlations when data are incomplete. Zbl 1060.62537 Lipsitz, Stuart R.; Molenberghs, Geert; Fitzmaurice, Garrett M.; Ibrahim, Joseph 7 2000 Bayesian local influence for survival models. Zbl 1322.62103 Ibrahim, Joseph G.; Zhu, Hongtu; Tang, Niansheng 7 2011 Bayesian methods for missing covariates in cure rate models. Zbl 1037.62014 Chen, Ming-Hui; Ibrahim, Joseph G.; Lipsitz, Stuart R. 7 2002 Properties and implementation of Jeffreys’s prior in binomial regression models. Zbl 1286.62064 Chen, Ming-Hui; Ibrahim, Joseph G.; Kim, Sungduk 7 2008 Perturbation and scaled Cook’s distance. Zbl 1273.62180 Zhu, Hongtu; Ibrahim, Joseph G.; Cho, Hyunsoon 6 2012 Diagnostic measures for generalized linear models with missing covariates. Zbl 1224.62017 Zhu, Hongtu; Ibrahim, Joseph G.; Shi, Xiaoyan 6 2009 Bias in estimating association parameters for longitudinal binary responses with drop-outs. Zbl 1209.62219 Fitzmaurice, Garrett M.; Lipsitz, Stuart R.; Molenberghs, Geert; Ibrahim, Joseph G. 6 2001 Variable selection in the Cox regression model with covariates missing at random. Zbl 1187.62167 Garcia, Ramon I.; Ibrahim, Joseph G.; Zhu, Hongtu 6 2010 Semiparametric Bayesian methods for random effects models. Zbl 0954.62089 Ibrahim, Joseph G.; Kleinman, Kenneth P. 6 1998 LESA: longitudinal elastic shape analysis of brain subcortical structures. Zbl 1514.62283 Zhang, Zhengwu; Wu, Yuexuan; Xiong, Di; Ibrahim, Joseph G.; Srivastava, Anuj; Zhu, Hongtu 3 2023 Model-based feature selection and clustering of RNA-seq data for unsupervised subtype discovery. Zbl 1475.62259 Lim, David K.; Rashid, Naim U.; Ibrahim, Joseph G. 2 2021 Modeling between-study heterogeneity for improved replicability in gene signature selection and clinical prediction. Zbl 1441.62471 Rashid, Naim U.; Li, Quefeng; Yeh, Jen Jen; Ibrahim, Joseph G. 2 2020 Global identifiability of latent class models with applications to diagnostic test accuracy studies: a Gröbner basis approach. Zbl 1451.62117 Duan, Rui; Cao, Ming; Ning, Yang; Zhu, Mingfu; Zhang, Bin; Mcdermott, Aidan; Chu, Haitao; Zhou, Xiaohua; Moore, Jason H.; Ibrahim, Joseph G.; Scharfstein, Daniel O.; Chen, Yong 1 2020 ICeD-t provides accurate estimates of immune cell abundance in tumor samples by allowing for aberrant gene expression patterns. Zbl 1441.62534 Wilson, Douglas R.; Jin, Chong; Ibrahim, Joseph G.; Sun, Wei 1 2020 Partial least squares for functional joint models with applications to the Alzheimer’s disease neuroimaging initiative study. Zbl 1520.62367 Wang, Yue; Ibrahim, Joseph G.; Zhu, Hongtu 1 2020 Hard thresholding regression. Zbl 1417.62197 Sun, Qiang; Jiang, Bai; Zhu, Hongtu; Ibrahim, Joseph G. 1 2019 FLCRM: functional linear Cox regression model. Zbl 1415.62111 Kong, Dehan; Ibrahim, Joseph G.; Lee, Eunjee; Zhu, Hongtu 18 2018 TPRM: tensor partition regression models with applications in imaging biomarker detection. Zbl 1405.62192 Miranda, Michelle F.; Zhu, Hongtu; Ibrahim, Joseph G. 5 2018 The effects of nonignorable missing data on label-free mass spectrometry proteomics experiments. Zbl 1411.62377 O’Brien, Jonathon J.; Gunawardena, Harsha P.; Paulo, Joao A.; Chen, Xian; Ibrahim, Joseph G.; Gygi, Steven P.; Qaqish, Bahjat F. 4 2018 Functional linear regression models for nonignorable missing scalar responses. Zbl 1406.62140 Li, Tengfei; Xie, Fengchang; Feng, Xiangnan; Ibrahim, Joseph G.; Zhu, Hongtu; Alzheimers Disease Neuroimaging Initiative 4 2018 MILFM: multiple index latent factor model based on high-dimensional features. Zbl 1414.62482 Yang, Hojin; Zhu, Hongtu; Ibrahim, Joseph G. 2 2018 Bayesian modeling and inference for nonignorably missing longitudinal binary response data with applications to HIV prevention trials. Zbl 1406.62145 Wu, Jing; Ibrahim, Joseph G.; Chen, Ming-Hui; Schifano, Elizabeth D.; Fisher, Jeffrey D. 1 2018 Semiparametric regression analysis for composite endpoints subject to componentwise censoring. Zbl 07072420 Diao, Guoqing; Zeng, Donglin; Ke, Chunlei; Ma, Haijun; Jiang, Qi; Ibrahim, Joseph G. 1 2018 Regression models on Riemannian symmetric spaces. Zbl 1414.62177 Cornea, Emil; Zhu, Hongtu; Kim, Peter; Ibrahim, Joseph G. 25 2017 Bayesian sensitivity analysis of a nonlinear dynamic factor analysis model with nonparametric prior and possible nonignorable missingness. Zbl 1402.62048 Tang, Niansheng; Chow, Sy-Miin; Ibrahim, Joseph G.; Zhu, Hongtu 4 2017 LCN: a random graph mixture model for community detection in functional brain networks. Zbl 1388.62314 Bryant, Christopher; Zhu, Hongtu; Ahn, Mihye; Ibrahim, Joseph 2 2017 BFLCRM: a Bayesian functional linear Cox regression model for predicting time to conversion to Alzheimer’s disease. Zbl 1397.62456 Lee, Eunjee; Zhu, Hongtu; Kong, Dehan; Wang, Yalin; Giovanello, Kelly Sullivan; Ibrahim, Joseph G. 9 2015 Diagnostic measures for the Cox regression model with missing covariates. Zbl 1372.62043 Zhu, Hongtu; Ibrahim, Joseph G.; Chen, Ming-Hui 5 2015 Quantifying the average of the time-varying hazard ratio via a class of transformations. Zbl 1322.62263 Chen, Qingxia; Zeng, Donglin; Ibrahim, Joseph G.; Chen, Ming-Hui; Pan, Zhiying; Xue, Xiaodong 1 2015 SPReM: sparse projection regression model for high-dimensional linear regression. Zbl 1373.62359 Sun, Qiang; Zhu, Hongtu; Liu, Yufeng; Ibrahim, Joseph G.; The Alzheimer’s Disease Neuroimaging Initiative 1 2015 Bayesian generalized low rank regression models for neuroimaging phenotypes and genetic markers. Zbl 1368.62298 Zhu, Hongtu; Khondker, Zakaria; Lu, Zhaohua; Ibrahim, Joseph G. 12 2014 Bayesian sensitivity analysis of statistical models with missing data. Zbl 1285.62029 Zhu, Hongtu; Ibrahim, Joseph G.; Tang, Niansheng 11 2014 Handbook of survival analysis. Zbl 1282.62233 9 2014 Bayesian gamma frailty models for survival data with semi-competing risks and treatment switching. Zbl 1322.62114 Zhang, Yuanye; Chen, Ming-Hui; Ibrahim, Joseph G.; Zeng, Donglin; Chen, Qingxia; Pan, Zhiying; Xue, Xiaodong 5 2014 Bayesian design of superiority clinical trials for recurrent events data with applications to bleeding and transfusion events in myelodyplastic syndrome. Zbl 1393.62055 Chen, Ming-Hui; Ibrahim, Joseph G.; Zeng, Donglin; Hu, Kuolung; Jia, Catherine 2 2014 The Bayesian covariance lasso. Zbl 1327.62138 Chu, Haitao; Ibrahim, Joseph G.; Khondker, Zakaria S.; Lin, Weili; Zhu, Hongtu 10 2013 Estimating time-varying effects for overdispersed recurrent events data with treatment switching. Zbl 1284.62649 Chen, Qingxia; Zeng, Donglin; Ibrahim, Joseph G.; Akacha, Mouna; Schmidli, Heinz 3 2013 Bayesian spatial transformation models with applications in neuroimaging data. Zbl 1288.62040 Miranda, Michelle F.; Zhu, Hongtu; Ibrahim, Joseph G. 2 2013 Estimating treatment effects with treatment switching via semicompeting risks models: an application to a colorectal cancer study. Zbl 1437.62669 Zeng, Donglin; Chen, Qingxia; Chen, Ming-Hui; Ibrahim, Joseph G.; AMGEN research group 9 2012 Bayesian lasso for semiparametric structural equation models. Zbl 1274.62781 Guo, Ruixin; Zhu, Hongtu; Chow, Sy-Miin; Ibrahim, Joseph G. 8 2012 Bayesian influence measures for joint models for longitudinal and survival data. Zbl 1272.62104 Zhu, Hongtu; Ibrahim, Joseph G.; Chi, Yueh-Yun; Tang, Niansheng 8 2012 Perturbation and scaled Cook’s distance. Zbl 1273.62180 Zhu, Hongtu; Ibrahim, Joseph G.; Cho, Hyunsoon 6 2012 Bayesian meta-experimental design: evaluating cardiovascular risk in new antidiabetic therapies to treat type 2 diabetes. Zbl 1274.62795 Ibrahim, Joseph G.; Chen, Ming-Hui; Xia, H. Amy; Liu, Thomas 3 2012 Intrinsic regression models for medial representation of subcortical structures. Zbl 1261.62100 Shi, Xiaoyan; Zhu, Hongtu; Ibrahim, Joseph G.; Liang, Faming; Lieberman, Jeffrey; Styner, Martin 1 2012 Fixed and random effects selection in mixed effects models. Zbl 1217.62171 Ibrahim, Joseph G.; Zhu, Hongtu; Garcia, Ramon I.; Guo, Ruixin 42 2011 Bayesian influence analysis: a geometric approach. Zbl 1215.62029 Zhu, Hongtu; Ibrahim, Joseph G.; Tang, Niansheng 22 2011 Multiscale adaptive regression models for neuroimaging data. Zbl 1226.62063 Li, Yimei; Zhu, Hongtu; Shen, Dinggang; Lin, Weili; Gilmore, John H.; Ibrahim, Joseph G. 15 2011 A generalized linear mixed model for longitudinal binary data with a marginal logit link function. Zbl 1220.62093 Parzen, Michael; Ghosh, Souparno; Lipsitz, Stuart; Sinha, Debajyoti; Fitzmaurice, Garrett M.; Mallick, Bani K.; Ibrahim, Joseph G. 11 2011 Bayesian design of noninferiority trials for medical devices using historical data. Zbl 1271.62043 Chen, Ming-Hui; Ibrahim, Joseph G.; Lam, Peter; Yu, Alan; Zhang, Yuanye 9 2011 Bayesian local influence for survival models. Zbl 1322.62103 Ibrahim, Joseph G.; Zhu, Hongtu; Tang, Niansheng 7 2011 Two-stage empirical likelihood for longitudinal neuroimaging data. Zbl 1223.62024 Shi, Xiaoyan; Ibrahim, Joseph G.; Lieberman, Jeffrey; Styner, Martin; Li, Yimei; Zhu, Hongtu 4 2011 A bivariate pseudolikelihood for incomplete longitudinal binary data with nonignorable nonmonotone missingness. Zbl 1226.62129 Sinha, Sanjoy K.; Troxel, Andrea B.; Lipsitz, Stuart R.; Sinha, Debajyoti; Fitzmaurice, Garrett M.; Molenberghs, Geert; Ibrahim, Joseph G. 3 2011 Rejoinder: Bayesian local influence for survival models. Zbl 1322.62278 Ibrahim, Joseph G.; Zhu, Hongtu; Tang, Niansheng 3 2011 Variable selection for regression models with missing data. Zbl 1180.62057 Garcia, Ramon I.; Ibrahim, Joseph G.; Zhu, Hongtu 15 2010 Variable selection in the Cox regression model with covariates missing at random. Zbl 1187.62167 Garcia, Ramon I.; Ibrahim, Joseph G.; Zhu, Hongtu 6 2010 Missing data methods in longitudinal studies: a review. Zbl 1203.62193 Ibrahim, Joseph G.; Molenberghs, Geert 37 2009 Bayesian case influence diagnostics for survival models. Zbl 1159.62073 Cho, Hyunsoon; Ibrahim, Joseph G.; Sinha, Debajyoti; Zhu, Hongtu 31 2009 Intrinsic regression models for positive-definite matrices with applications to diffusion tensor imaging. Zbl 1388.62198 Zhu, Hongtu; Chen, Yasheng; Ibrahim, Joseph G.; Li, Yimei; Hall, Colin; Lin, Weili 22 2009 Gamma frailty transformation models for multivariate survival times. Zbl 1163.62025 Zeng, Donglin; Chen, Qingxia; Ibrahim, Joseph G. 14 2009 Local influence for generalized linear models with missing covariates. Zbl 1180.62103 Shi, Xiaoyan; Zhu, Hongtu; Ibrahim, Joseph G. 13 2009 An information matrix prior for Bayesian analysis in generalized linear models with high dimensional data. Zbl 1191.62043 Gupta, Mayetri; Ibrahim, Joseph G. 11 2009 Diagnostic measures for generalized linear models with missing covariates. Zbl 1224.62017 Zhu, Hongtu; Ibrahim, Joseph G.; Shi, Xiaoyan 6 2009 Maximum likelihood inference for the Cox regression model with applications to missing covariates. Zbl 1170.62066 Chen, Ming-Hui; Ibrahim, Joseph G.; Shao, Qi-Man 4 2009 Regression models for identifying noise sources in magnetic resonance images. Zbl 1388.62340 Zhu, Hongtu; Li, Yimei; Ibrahim, Joseph G.; Shi, Xiaoyan; An, Hongyu; Chen, Yashen; Gao, Wei; Lin, Weili; Rowe, Daniel B.; Peterson, Bradley S. 4 2009 Rejoinder to the comments on: Missing data methods in longitudinal studies: a review. Zbl 1203.62214 Ibrahim, Joseph G.; Molenberghs, Geert 2 2009 Estimation and inference for case-control studies with multiple non-gold standard exposure assessments: with an occupational health application. Zbl 1437.62421 Chu, Haitao; Cole, Stephen R.; Wei, Ying; Ibrahim, Joseph G. 2 2009 A Bayesian hidden Markov model for motif discovery through joint modeling of genomic sequence and ChIP-chip data. Zbl 1180.62169 Gelfond, Jonathan A. L.; Gupta, Mayetri; Ibrahim, Joseph G. 1 2009 Model selection criteria for missing-data problems using the EM algorithm. Zbl 1286.62082 Ibrahim, Joseph G.; Zhu, Hongtu; Tang, Niansheng 42 2008 Theory and inference for regression models with missing responses and covariates. Zbl 1141.62010 Chen, Qingxia; Ibrahim, Joseph G.; Chen, Ming-Hui; Senchaudhuri, Pralay 17 2008 Diagnostic measures for empirical likelihood of general estimating equations. Zbl 1437.62678 Zhu, Hongtu; Ibrahim, Joseph G.; Tang, Niansheng; Zhang, Heping 11 2008 Bayesian variable selection and computation for generalized linear models with conjugate priors. Zbl 1330.62298 Chen, Ming-Hui; Huang, Lan; Ibrahim, Joseph G.; Kim, Sungduk 11 2008 Properties and implementation of Jeffreys’s prior in binomial regression models. Zbl 1286.62064 Chen, Ming-Hui; Ibrahim, Joseph G.; Kim, Sungduk 7 2008 Current methods for recurrent events data with dependent termination: a Bayesian perspective. Zbl 1469.62200 Sinha, Debajyoti; Maiti, Tapabrata; Ibrahim, Joseph G.; Ouyang, Bichun 4 2008 Bayesian variable selection for the Cox regression model with missing covariates. Zbl 1302.62149 Ibrahim, Joseph G.; Chen, Ming-Hui; Kim, Sungduk 4 2008 A new class of mixture models for differential gene expression in DNA microarray data. Zbl 1138.62071 Chen, Ming-Hui; Ibrahim, Joseph G.; Chi, Yueh-Yun 1 2008 Perturbation selection and influence measures in local influence analysis. Zbl 1129.62068 Zhu, Hongtu; Ibrahim, Joseph G.; Lee, Sikyum; Zhang, Heping 51 2007 Variable selection in regression mixture modeling for the discovery of gene regulatory networks. Zbl 1469.62369 Gupta, Mayetri; Ibrahim, Joseph G. 19 2007 Statistical analysis of diffusion tensors in diffusion-weighted magnetic resonance imaging data. Zbl 1332.62222 Zhu, Hongtu; Zhang, Heping; Ibrahim, Joseph G.; Peterson, Bradley S. 18 2007 A note on permutation tests for variance components in multilevel generalized linear mixed models. Zbl 1146.62086 Fitzmaurice, Garrett M.; Lipsitz, Stuart R.; Ibrahim, Joseph G. 15 2007 Sieve maximum likelihood estimation for regression models with covariates missing at random. Zbl 1332.62112 Chen, Qingxia; Zeng, Donglin; Ibrahim, Joseph G. 8 2007 A temporal hidden Markov regression model for the analysis of gene regulatory networks. Zbl 1267.62091 Gupta, Mayetri; Qu, Pingping; Ibrahim, Joseph G. 8 2007 Bayesian approaches to joint longitudinal and survival models accommodating both zero and nonzero cure fractions. Zbl 1144.62352 Chi, Yueh-Yun; Ibrahim, Joseph G. 4 2007 Proximity model for expression quantitative trait loci (eQTL) detection. Zbl 1274.62772 Gelfond, Jonathan A. L.; Ibrahim, Joseph G.; Zou, Fei 3 2007 Structured measurement error in nutritional epidemiology: applications in the Pregnancy, Infection, and Nutrition (PIN) study. Zbl 1469.62372 Johnson, Brent A.; Herring, Amy H.; Ibrahim, Joseph G.; Siega-Riz, Anna Maria 2 2007 Bayesian hierarchical modeling for time course microarray experiments. Zbl 1136.62071 Chi, Yueh-Yun; Ibrahim, Joseph G.; Bissahoyo, Anika; Threadgill, David W. 1 2007 Semiparametric transformation models for survival data with a cure fraction. Zbl 1119.62381 Zeng, Donglin; Yin, Guosheng; Ibrahim, Joseph G. 45 2006 Joint models for multivariate longitudinal and multivariate survival data. Zbl 1097.62122 Chi, Yueh-Yun; Ibrahim, Joseph G. 36 2006 Semiparametric models for missing covariate and response data in regression models. Zbl 1091.62056 Chen, Qingxia; Ibrahim, Joseph G. 19 2006 Likelihood-based inference with nonignorable missing responses and covariates in models for discrete longitudinal data. Zbl 1111.62021 Stubbendick, Amy L.; Ibrahim, Joseph G. 17 2006 Posterior propriety and computation for the Cox regression model with applications to missing covariates. Zbl 1436.62476 Chen, Ming-Hui; Ibrahim, Joseph G.; Shao, Qi-Man 12 2006 Bayesian model averaging with applications to benchmark dose estimation for arsenic in drinking water. Zbl 1118.62373 Morales, Knashawn H.; Ibrahim, Joseph G.; Chen, Chien-Jen; Ryan, Louise M. 10 2006 The relationship between the power prior and hierarchical models. Zbl 1331.62130 Chen, Ming-Hui; Ibrahim, Joseph G. 10 2006 Estimation in regression models for longitudinal binary data with outcome-dependent follow-up. Zbl 1170.62378 Fitzmaurice, Garrett M.; Lipsitz, Stuart R.; Ibrahim, Joseph G.; Gelber, Richard; Lipschultz, Steven 4 2006 Bayesian transformation hazard models. Zbl 1268.62034 Yin, Gousheng; Ibrahim, Joseph G. 2 2006 Missing-data methods for generalized linear models: A comparative review. Zbl 1117.62360 Ibrahim, Joseph G.; Chen, Ming-Hui; Lipsitz, Stuart R.; Herring, Amy H. 97 2005 Cure rate models: a unified approach. Zbl 1098.62127 Yin, Guosheng; Ibrahim, Joseph G. 59 2005 A flexible B-spline model for multiple longitudinal biomarkers and survival. Zbl 1077.62102 Brown, Elizabeth R.; Ibrahim, Joseph G.; DeGruttola, Victor 36 2005 Bayesian analysis for generalized linear models with nonignorably missing covariates. Zbl 1083.62028 Huang, Lan; Chen, Ming-Hui; Ibrahim, Joseph G. 15 2005 A class of Bayesian shared gamma frailty models with multivariate failure time data. Zbl 1077.62088 Yin, Guosheng; Ibrahim, Joseph G. 12 2005 A general class of Bayesian survival models with zero and nonzero cure fractions. Zbl 1077.62087 Yin, Guosheng; Ibrahim, Joseph G. 10 2005 Inference for a class of transformed hazards models. Zbl 1117.62457 Zeng, Donglin; Yin, Guosheng; Ibrahim, Joseph G. 8 2005 A semiparametric mixture model for analyzing clustered competing risks data. Zbl 1079.62117 Naskar, Malay; Das, Kalyan; Ibrahim, Joseph G. 8 2005 Bayesian error-in-variable survival model for the analysis of GeneChip arrays. Zbl 1077.62116 Tadesse, Mahlet G.; Ibrahim, Joseph G.; Gentleman, Robert; Chiaretti, Sabina; Ritz, Jerome; Foa, Robin 5 2005 Wavelet thresholding with Bayesian false discovery rate control. Zbl 1077.62018 Tadesse, Mahlet G.; Ibrahim, Joseph G.; Vannucci, Marina; Gentleman, Robert 3 2005 Bayesian frailty models based on Box-Cox transformed hazards. Zbl 1086.62040 Yin, Guosheng; Ibrahim, Joseph G. 3 2005 Bayesian methods for joint modeling of longitudinal and survival data with applications to cancer vaccine trials. Zbl 1073.62100 Ibrahim, Joseph G.; Chen, Ming-Hui; Sinha, Debajyoti 19 2004 A new joint model for longitudinal and survival data with a cure fraction. Zbl 1051.62098 Chen, Ming-Hui; Ibrahim, Joseph G.; Sinha, Debajyoti 17 2004 Propriety of the posterior distribution and existence of the mle for regression models with covariates missing at random. Zbl 1117.62308 Chen, Ming-Hui; Ibrahim, Joseph G.; Shao, Qi-Man 10 2004 Bayesian criterion based model assessment for categorical data. Zbl 1132.62301 Chen, Ming-Hui; Dey, Dipak K.; Ibrahim, Joseph G. 9 2004 ...and 69 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 3,022 Authors 69 Ibrahim, Joseph George 47 Chen, Minghui 41 Tang, Niansheng 35 Cancho, Vicente Garibay 33 Zhu, Hongtu 31 Louzada, Francisco 30 Ortega, Edwin Moises Marcos 29 Cordeiro, Gauss Moutinho 25 Dey, Dipak Kumar 25 Song, Xinyuan 20 Balakrishnan, Narayanaswamy 18 Dunson, David Brian 16 Pal, Suvra 16 Rodrigues, Josemar 15 Lachos Dávila, Víctor Hugo 13 Suzuki, Adriano Kamimura 12 Gallardo, Diego I. 12 Hanson, Timothy E. 12 Kim, Sungduk 12 Lipsitz, Stuart R. 12 Sun, Jianguo 12 Wu, Lang 12 Zeng, Donglin 11 Müller, Peter 11 Sinha, Debajyoti 10 Galea, Manuel 10 Ntzoufras, Ioannis 10 Pandey, Arvind 10 Sun, Liuquan 10 Wang, Lei 10 Wang, Qihua 9 Barriga, Gladys Dorotea Cacsire 9 Bolfarine, Heleno 9 Chen, Qingxia 9 Molenberghs, Geert 9 Nieto-Barajas, Luis E. 9 Peng, Yingwei 9 Taylor, Jeremy M. 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A. 6 Nadarajah, Saralees 6 Paula, Gilberto Alvarenga 6 Quintana, Fernando Andrés 6 Upadhyay, Satyanshu Kumar 6 Yu, Keming 6 Zhao, Xingqiu 5 Calsavara, Vinicius Fernando 5 Chen, Zhen 5 Das, Kalyan 5 Diniz, Carlos Alberto Ribeiro 5 Fang, Fang 5 Fitzmaurice, Garrett Martin 5 Garay, Aldo M. 5 Heagerty, Patrick J. 5 Herring, Amy H. 5 Hu, Guanyu 5 Hu, Tao 5 Kang, Jian 5 Kong, Linglong 5 Liang, Hua 5 Lin, Zhenhua ...and 2,922 more Authors all top 5 Cited in 166 Serials 187 Biometrics 151 Computational Statistics and Data Analysis 96 Journal of Applied Statistics 72 Communications in Statistics. Theory and Methods 69 Journal of Statistical Computation and Simulation 68 Lifetime Data Analysis 61 Journal of Statistical Planning and Inference 60 Communications in Statistics. 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