Project 1.2: Publications


Aims       Publications       Software       Investigators

Ahn M, Zhang HHelen, Lu W. "Moment-based method for random effects selection in linear mixed models." Stat Sin.;22(4):1539-1562. PubMed
Bompard L, Xu S, Styner M, Paniagua B, Ahn M, Yuan Y, Jewells V, Gao W, Shen D, Zhu H, Lin W. "Multivariate longitudinal shape analysis of human lateral ventricles during the first twenty-four months of life." PLoS One.;9(9):e108306. PubMed
Bondell HD, Stefanski LA. "Efficient robust regression via two-stage generalized empirical likelihood." J Am Stat Assoc.;108(502):644-655. PubMed
Boos DD, Osborne JA. "Assessing variability of complex descriptive statistics in Monte Carlo studies using resampling methods." Int Stat Rev.;83(2):228-238. PubMed
Boos DD, Stefanski LA. "P-value precision and reproducibility." Am Stat.;65(4):213-221. PubMed
Cai N, Lu W, Zhang HHelen. "Time-varying latent effect model for longitudinal data with informative observation times." Biometrics.;68(4):1093-102. PubMed
Cao G, Todem D, Yang L, Fine JP. "Evaluating statistical hypotheses using weakly-identifiable estimating functions." Scand Stat Theory Appl.;40(2):256-273. 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(4):744-55. PubMed
Chen Q, May RC, Ibrahim JG, Chu H, Cole SR. "Joint modeling of longitudinal and survival data with missing and left-censored time-varying covariates." Stat Med.;33(26):4560-76. 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
Crews HB, Boos DD, Stefanski LA. "FSR methods for second-order regression models." Comput Stat Data Anal.;55(6):2026-2037. PubMed
DE Castro M, Chen MH, Ibrahim JG, Klein JP. "Bayesian transformation models for multivariate survival data." Scand Stat Theory Appl.;41(1):187-199. PubMed
Guo R, Zhu H, Chow SM, Ibrahim JG. "Bayesian lasso for semiparametric structural equation models." Biometrics.;68(2):567-77. PubMed
Hess CN, Schulte PJ, Newby K, Steg PGabriel, Dalby AJ, Schweiger MJ, Lewis BS, Armstrong PW, Califf RM, van de Werf F, Harrington RA. "Duration of eptifibatide infusion after percutaneous coronary intervention and outcomes among high-risk patients with non-ST-segment elevation acute coronary syndrome: insights from EARLY ACS." Eur Heart J Acute Cardiovasc Care.;2(3):246-55. 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, Zeng D, Chambless L, Li Y. "Joint models of longitudinal data and recurrent events with informative terminal event." Stat Biosci.;4(2):262-281. PubMed
Li M, Staicu AM, Bondell HD. "Incorporating covariates in skewed functional data models." Biostatistics.;16(3):413-26. PubMed
Liu Y, Zhang HHelen, Wu Y. "Hard or soft classification? Large-margin unified machines." J Am Stat Assoc.;106(493):166-177. PubMed
Lu X, Tsiatis AA. "Semiparametric estimation of treatment effect with time-lagged response in the presence of informative censoring." Lifetime Data Anal.;17(4):566-93. PubMed
May RC, Ibrahim JG, Chu H. "Maximum likelihood estimation in generalized linear models with multiple covariates subject to detection limits." Stat Med.;30(20):2551-61. PubMed
Mentz RJ, Schulte PJ, Fleg JL, Fiuzat M, Kraus WE, Piña IL, Keteyian SJ, Kitzman DW, Whellan DJ, Ellis SJ, O'Connor CM. "Clinical characteristics, response to exercise training, and outcomes in patients with heart failure and chronic obstructive pulmonary disease: findings from Heart Failure and A Controlled Trial Investigating Outcomes of Exercise TraiNing (HF-ACTION)." Am Heart J.;165(2):193-9. PubMed
Molenberghs G, Kenward MG, Aerts M, Verbeke G, Tsiatis AA, Davidian M, Rizopoulos D. "On random sample size, ignorability, ancillarity, completeness, separability, and degeneracy: sequential trials, random sample sizes, and missing data." Stat Methods Med Res.;23(1):11-41. PubMed
Reich BJ, Bandyopadhyay D, Bondell HD. "A nonparametric spatial model for periodontal data with non-random missingness." J Am Stat Assoc.;108(503). PubMed
Tamura RN, Huang X, Boos DD. "Estimation of treatment effect for the sequential parallel design." Stat Med.;30(30):3496-506. PubMed
Thomas L, Stefanski L, Davidian M. "A moment-adjusted imputation method for measurement error models." Biometrics.;67(4):1461-70. PubMed
Thomas L, Stefanski LA, Davidian M. "Moment adjusted imputation for multivariate measurement error data with applications to logistic regression." Comput Stat Data Anal.;67:15-24. PubMed
Todem D, Fine J, Peng L. "A global sensitivity test for evaluating statistical hypotheses with nonidentifiable models." Biometrics.;66(2):558-66. PubMed
Todem D, Kim K, Fine J, Peng L. "Semiparametric regression models and sensitivity analysis of longitudinal data with nonrandom dropouts." Stat Neerl.;64(2):133-156. PubMed
Tsiatis AA, Davidian M. "Discussion of "Connections between survey calibration estimators and semiparametric models for incomplete data" by T. Lumley, P.A. Shaw & J.Y. Dai." Int Stat Rev.;79(2):221-223. PubMed
Tsiatis AA, Davidian M, Cao W. "Improved doubly robust estimation when data are monotonely coarsened, with application to longitudinal studies with dropout." Biometrics.;67(2):536-45. PubMed
Tsiatis AA, Davidian M. "Missing data methods: A semiparametric perspective..
Verbeke G, Fieuws S, Molenberghs G, Davidian M. "The analysis of multivariate longitudinal data: a review." Stat Methods Med Res.;23(1):42-59. PubMed
Vock DM, Davidian M, Tsiatis AA, Muir AJ. "Mixed model analysis of censored longitudinal data with flexible random-effects density." Biostatistics.;13(1):61-73. PubMed
Vock DM, Davidian M, Tsiatis AA. "SNP_NLMM: A SAS macro to implement a flexible random effects density for generalized linear and nonlinear mixed models." J Stat Softw.;56:2. PubMed
Yuan S, Zhang HHelen, Davidian M. "Variable selection for covariate-adjusted semiparametric inference in randomized clinical trials." Stat Med.;31(29):3789-804. PubMed
Yuan Y, Zhu H, Styner M, Gilmore JH, Marron JS. "Varying coefficient model for modeling diffusion tensors along white matter tracts." Ann Appl Stat.;7(1):102-125. PubMed
Zeng D, Ibrahim JG, Chen MH, Hu K, Jia C. "Multivariate recurrent events in the presence of multivariate informative censoring with applications to bleeding and transfusion events in myelodysplastic syndrome." J Biopharm Stat.;24(2):429-42. PubMed
Zhu H, Ibrahim JG, Cho H, Tang N. "Bayesian case influence measures for statistical models with missing data." J Comput Graph Stat.;21(1):253-271. PubMed
Zhu H, Ibrahim JG, Tang N. "Bayesian influence analysis: A geometric approach." Biometrika.;98(2):307-323. PubMed
Zhu H, Ibrahim JG, Chi YY, Tang N. "Bayesian influence measures for joint models for longitudinal and survival data." Biometrics.;68(3):954-64. PubMed
Zhu H, Ibrahim JG, Tang N. "Bayesian sensitivity analysis of statistical models with missing data." Stat Sin.;24(2):871-896. PubMed
Zhu H, Ibrahim JG, Cho H. "Perturbation and scaled Cook's distance." Ann Stat.;40(2):785-811. PubMed