|
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 |
|
Cao H, LaVange LM, Heyse JF, Mast C, Kosorok MR. "Medical records-based postmarketing safety evaluation of rare events with uncertain status." J Biopharm Stat.;23(1):201-12. PubMed |
|
Carpenter WR, Meyer AM, Abernethy AP, Stürmer T, Kosorok MR. "A framework for understanding cancer comparative effectiveness research data needs." J Clin Epidemiol.;65(11):1150-8. PubMed |
|
Chen Y, Liu Y, Ning J, Nie L, Zhu H, Chu H. "A composite likelihood method for bivariate meta-analysis in diagnostic systematic reviews." Stat Methods Med Res.;26(2):914-930. 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, Luo S, Chu H, Su X, Nie L. "An empirical bayes method for multivariate meta-analysis with an application in clinical trials." Commun Stat Theory Methods.;43(16):3536-3551. PubMed |
|
Chen Y, Chu H, Luo S, Nie L, Chen S. "Bayesian analysis on meta-analysis of case-control studies accounting for within-study correlation." Stat Methods Med Res.;24(6):836-55. PubMed |
|
Chen MH, Ibrahim JG, Lam P, Yu A, Zhang Y. "Bayesian design of noninferiority trials for medical devices using historical data." Biometrics.;67(3):1163-70. PubMed |
|
Chen MH, Ibrahim JG, Zeng D, Hu K, Jia C. "Bayesian design of superiority clinical trials for recurrent events data with applications to bleeding and transfusion events in myelodyplastic syndrome." Biometrics.;70(4):1003-13. PubMed |
|
Chen Y, Luo S, Chu H, Wei P. "Bayesian inference on risk differences: an application to multivariate meta-analysis of adverse events in clinical trials." Stat Biopharm Res.;5(2):142-155. PubMed |
|
Chen Q, Chen MH, Ohlssen D, Ibrahim JG. "Bayesian modeling and inference for clinical trials with partial retrieved data following dropout." Stat Med.;32(24):4180-95. PubMed |
|
Chen MH, Ibrahim JG, Xia A, Liu T, Hennessey V. "Bayesian sequential meta-analysis design in evaluating cardiovascular risk in a new antidiabetic drug development program." Stat Med.;33(9):1600-18. PubMed |
|
Chen L, Lin DY, Zeng D. "Checking semiparametric transformation models with censored data." Biostatistics.;13(1):18-31. PubMed |
|
Chen Y, An H, Zhu H, Jewells V, Armao D, Shen D, Gilmore JH, Lin W. "Longitudinal regression analysis of spatial-temporal growth patterns of geometrical diffusion measures in early postnatal brain development with diffusion tensor imaging." Neuroimage.;58(4):993-1005. PubMed |
|
Chen MH, Ibrahim JG, Shah AK, Lin J, Yao H. "Meta-analysis methods and models with applications in evaluation of cholesterol-lowering drugs." Stat Med.;31(28):3597-616. PubMed |
|
Chen Y, Zhu H, An H, Armao D, Shen D, Gilmore JH, Lin W. "More insights into early brain development through statistical analyses of eigen-structural elements of diffusion tensor imaging using multivariate adaptive regression splines." Brain Struct Funct.;219(2):551-69. PubMed |
|
Chen Q, Zeng D, Ibrahim JG, Chen MH, Pan Z, Xue X. "Quantifying the average of the time-varying hazard ratio via a class of transformations." Lifetime Data Anal.;21(2):259-79. PubMed |
|
Chen Y, Ji S, Wu X, An H, Zhu H, Shen D, Lin W. "Simulation of brain mass effect with an arbitrary Lagrangian and Eulerian FEM." Med Image Comput Comput Assist Interv.;13(Pt 2):274-81. PubMed |
|
Chow SM, Tang N, Yuan Y, Song X, Zhu H. "Bayesian estimation of semiparametric nonlinear dynamic factor analysis models using the Dirichlet process prior." Br J Math Stat Psychol.;64(Pt 1):69-106. 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 |
|
Chu H, Guo H, Zhou Y. "Bivariate random effects meta-analysis of diagnostic studies using generalized linear mixed models." Med Decis Making.;30(4):499-508. PubMed |
|
Chu H, Nie L, Chen Y, Huang Y, Sun W. "Bivariate random effects models for meta-analysis of comparative studies with binary outcomes: methods for the absolute risk difference and relative risk." Stat Methods Med Res.;21(6):621-33. PubMed |
|
Chu H, Lofgren ET, Halloran E, Kuan PF, Hudgens M, Cole SR. "Performance of rapid influenza H1N1 diagnostic tests: a meta-analysis." Influenza Other Respir Viruses.;6(2):80-6. 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 |
|
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 Q, Ahn M, Zhu H. "Cook's distance measures for varying coefficient models with functional responses." Technometrics.;57(2):268-280. PubMed |
|
Gao W, Zhu H, Giovanello K, Lin W. "Multivariate network-level approach to detect interactions between large-scale functional systems." Med Image Comput Comput Assist Interv.;13(Pt 2):298-305. PubMed |
|
Guo R, Ahn M, Zhu H. "Spatially weighted principal component analysis for imaging classification." J Comput Graph Stat.;24(1):274-296. PubMed |
|
Ha MJin, Sun W. "Partial correlation matrix estimation using ridge penalty followed by thresholding and re-estimation." Biometrics.;70(3):765-73. PubMed |
|
Hua Z, Zhu H, Dunson DB. "Semiparametric Bayes local additive models for longitudinal data." Stat Biosci.;7(1):90-107. PubMed |
|
Hua Z, Dunson DB, Gilmore JH, Styner MA, Zhu H. "Semiparametric Bayesian local functional models for diffusion tensor tract statistics." Neuroimage.;63(1):460-74. PubMed |
|
Huang C, Shan L, Charles C, Wirth W, Niethammer M, Zhu H. "Diseased region detection of longitudinal knee magnetic resonance imaging data." IEEE Trans Med Imaging.;34(9):1914-27. PubMed |
|
Huang C, Shan L, Charles C, Niethammer M, Zhu H. "Diseased region detection of longitudinal knee MRI data." Inf Process Med Imaging.;23:632-43. PubMed |
|
Hyun JWon, Li Y, Gilmore JH, Lu Z, Styner M, Zhu H. "SGPP: Spatial Gaussian predictive process models for neuroimaging data." Neuroimage.;89:70-80. PubMed |
|
Ibrahim JG, Chen MH, Xia A, Liu T. "Bayesian meta-experimental design: evaluating cardiovascular risk in new antidiabetic therapies to treat type 2 diabetes." Biometrics.;68(2):578-86. PubMed |
|
Ibrahim JG, Chen MH, Chu H. "Bayesian methods in clinical trials: A Bayesian analysis of ECOG trials E1684 and E1690." BMC Med Res Methodol.;12:183. PubMed |
|
Ibrahim JG, Zhu H, Garcia RI, Guo R. "Fixed and random effects selection in mixed effects models." Biometrics.;67(2):495-503. PubMed |
|
Ibrahim JG, Chu H, Chen MH. "Missing data in clinical studies: Issues and methods." J Clin Oncol.;30(26):3297-303. PubMed |
|
Kim S, Chen MH, Ibrahim JG, Shah AK, Lin J. "Bayesian inference for multivariate meta-analysis Box-Cox transformation models for individual patient data with applications to evaluation of cholesterol-lowering drugs." Stat Med.;32(23):3972-90. PubMed |
|
Knickmeyer RC, Wang J, Zhu H, Geng X, Woolson S, Hamer RM, Konneker T, Lin W, Styner M, Gilmore JH. "Common variants in psychiatric risk genes predict brain structure at birth." Cereb Cortex.;24(5):1230-46. 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 |
|
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 J, Zhou AXiaohua, Fine JP. "A regression approach to ROC surface, with applications to Alzheimer's disease." Sci China Math.;55(8):1583-1595. PubMed |
|
Li J, Fine JP. "Assessing the dependence of sensitivity and specificity on prevalence in meta-analysis." Biostatistics.;12(4):710-22. PubMed |
|
Li J, Jiang B, Fine JP. "Multicategory reclassification statistics for assessing improvements in diagnostic accuracy." Biostatistics.;14(2):382-94. PubMed |
|
Li Y, Gilmore JH, Shen D, Styner M, Lin W, Zhu H. "Multiscale adaptive generalized estimating equations for longitudinal neuroimaging data." Neuroimage.;72:91-105. PubMed |
|
Li Y, Zhu H, Shen D, Lin W, Gilmore JH, Ibrahim JG. "Multiscale adaptive regression models for neuroimaging data." J R Stat Soc Series B Stat Methodol.;73(4):559-578. PubMed |
|
Li Y, Gilmore JH, Wang J, Styner M, Lin W, Zhu H. "TwinMARM: Two-stage multiscale adaptive regression methods for twin neuroimaging data." IEEE Trans Med Imaging.;31(5):1100-12. PubMed |
|
Li J, Fine JP. "Weighted area under the receiver operating characteristic curve and its application to gene selection.. |
|
Li J, Fine JP. "Weighted area under the receiver operating characteristic curve and Its application to gene selection." J R Stat Soc Ser C Appl Stat.;59(4):673-692. PubMed |
|
Lin Jan, Zhu H, Mihye A, Sun W, Ibrahim JG. "Functional-mixed effects models for candidate genetic mapping in imaging genetic studies." Genet Epidemiol.;38(8):680-91. PubMed |
|
Liu Y, Chen Y, Chu H. "A unification of models for meta-analysis of diagnostic accuracy studies without a gold standard." Biometrics.;71(2):538-47. 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 |
|
Luo S, Chen Y, Su X, Chu H. "mmeta: An R package for multivariate meta-analysis." J Stat Softw.;56(11):11. PubMed |
|
Ma X, Chen Y, Cole SR, Chu H. "A hybrid Bayesian hierarchical model combining cohort and case-control studies for meta-analysis of diagnostic tests: Accounting for partial verification bias." Stat Methods Med Res.;25(6):3015-3037. 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 |
|
Ma GJulie, Chi E, Ibrahim JG, Parker RA. "Assessing Similarity to Existing Drugs to Decide Whether to Continue Drug Development." Stat Biopharm Res.;4(3):293-300. PubMed |
|
Ma X, Nie L, Cole SR, Chu H. "Statistical methods for multivariate meta-analysis of diagnostic tests: An overview and tutorial." Stat Methods Med Res.;25(4):1596-619. PubMed |
|
McClure RK, Styner M, Maltbie E, Lieberman JA, Gouttard S, Gerig G, Shi X, Zhu H. "Localized differences in caudate and hippocampal shape are associated with schizophrenia but not antipsychotic type." Psychiatry Res.;211(1):1-10. PubMed |
|
Meyer AM, Carpenter WR, Abernethy AP, Stürmer T, Kosorok MR. "Data for cancer comparative effectiveness research: past, present, and future potential." Cancer.;118(21):5186-97. PubMed |
|
Miranda MF, Zhu H, Ibrahim JG. "Bayesian spatial transformation models with applications in neuroimaging data." Biometrics.;69(4):1074-83. 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 |
|
Sanoff HK, Carpenter WR, Martin CF, Sargent DJ, Meyerhardt JA, Stürmer T, Fine JP, Weeks J, Niland J, Kahn KL, Schymura MJ, Schrag D. "Comparative effectiveness of oxaliplatin vs non-oxaliplatin-containing adjuvant chemotherapy for stage III colon cancer." J Natl Cancer Inst.;104(3):211-27. 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 |
|
Shi Y, Short SJ, Knickmeyer RC, Wang J, Coe CL, Niethammer M, Gilmore JH, Zhu H, Styner MA. "Diffusion tensor imaging-based characterization of brain neurodevelopment in primates." Cereb Cortex.;23(1):36-48. PubMed |
|
Shi X, Zhu H, Ibrahim JG, Liang F, Lieberman J, Styner M. "Intrinsic regression models for medial representation of subcortical structures." J Am Stat Assoc.;107(497):12-23. PubMed |
|
Skup M, Zhu H, Zhang H. "Multiscale adaptive marginal analysis of longitudinal neuroimaging data with time-varying covariates." Biometrics.;68(4):1083-92. PubMed |
|
Skup M, Zhu H, Wang Y, Giovanello KS, Lin Jan, Shen D, Shi F, Gao W, Lin W, Fan Y, Zhang H. "Sex differences in grey matter atrophy patterns among AD and aMCI patients: results from ADNI." Neuroimage.;56(3):890-906. 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 |
|
Tang N, Zhao P, Zhu H. "Empirical likelihood for estimating equations with nonignorably missing data." Stat Sin.;24(2):723-747. PubMed |
|
Todem D, Fine J, Peng L. "A global sensitivity test for evaluating statistical hypotheses with nonidentifiable models." Biometrics.;66(2):558-66. 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 |
|
Viele K, Berry S, Neuenschwander B, Amzal B, Chen F, Enas N, Hobbs B, Ibrahim JG, Kinnersley N, Lindborg S, Micallef S, Roychoudhury S, Thompson L. "Use of historical control data for assessing treatment effects in clinical trials." Pharm Stat.;13(1):41-54. 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 SY, Chu H, Shamliyan T, Jalal H, Kuntz KM, Kane RL, Virnig BA. "Network meta-analysis of margin threshold for women with ductal carcinoma in situ." J Natl Cancer Inst.;104(7):507-16. 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 |
|
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 |
|
Yuan Y, Gilmore JH, Geng X, Styner MA, Chen K, Wang Jling, Zhu H. "A longitudinal functional analysis framework for analysis of white matter tract statistics." Inf Process Med Imaging.;23:220-31. PubMed |
|
Yuan Y, Gilmore JH, Geng X, Martin S, Chen K, Wang Jling, Zhu H. "FMEM: Functional mixed effects modeling for the analysis of longitudinal white matter Tract data." Neuroimage.;84:753-64. PubMed |
|
Yuan Y, Zhu H, Lin W, Marron JS. "Local polynomial regression for symmetric positive definite matrices." J R Stat Soc Series B Stat Methodol.;74(4):697-719. PubMed |
|
Zeng D, Chen MH, Ibrahim JG, Wei R, Ding B, Ke C, Jiang Q. "A counterfactual p-value approach for benefit-risk assessment in clinical trials." J Biopharm Stat.;25(3):508-24. PubMed |
|
Zeng D, Chen Q, Chen MH, Ibrahim JG. "Estimating treatment effects with treatment switching via semicompeting risks models: an application to a colorectal cancer study." Biometrika.;99(1):167-184. 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 |
|
Zhang J, Carlin BP, Neaton JD, Soon GG, Nie L, Kane R, Virnig BA, Chu H. "Network meta-analysis of randomized clinical trials: reporting the proper summaries." Clin Trials.;11(2):246-62. PubMed |
|
Zhou H, Li L, Zhu H. "Tensor regression with applications in neuroimaging data analysis." J Am Stat Assoc.;108(502):540-552. PubMed |
|
Zhu H, Khondker Z, Lu Z, Ibrahim JG. "Bayesian generalized low rank regression models for neuroimaging phenotypes and genetic markers." J Am Stat Assoc.;109(507):997-990. PubMed |
|
Zhu H, Kong L, Li R, Styner M, Gerig G, Lin W, Gilmore JH. "FADTTS: Functional analysis of diffusion tensor tract statistics." Neuroimage.;56(3):1412-25. PubMed |
|
Zhu H, Li R, Kong L. "Multivariate varying coefficient model for functional responses." Ann Stat.;40(5):2634-2666. PubMed |
|
Zhu H, Styner M, Li Y, Kong L, Shi Y, Lin W, Coe C, Gilmore JH. "Multivariate varying coefficient models for DTI tract statistics." Med Image Comput Comput Assist Interv.;13(Pt 1):690-7. PubMed |
