Publications - All

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. 2017;26(2):914-930. PubMed
Chiuzan C, Shtaynberger J, Manji GA, Duong JK, Schwartz GK, Ivanova A, Lee SM. "Dose-finding designs for trials of molecularly targeted agents and immunotherapies." J Biopharm Stat. 2017;27(3):477-494. PubMed
Deng Y, Zeng D, Zhao J, Cai J. "Proportional hazards model with a change point for clustered event data." Biometrics. 2017. PubMed
Ding J, Lu TS, Cai J, Zhou H. "Recent progresses in outcome-dependent sampling with failure time data." Lifetime Data Anal. 2017;23(1):57-82. PubMed
Jia X, Ivanova A, Lee SM. "Selection of the initial design for the two-stage continual reassessment method." J Biopharm Stat. 2017;27(3):495-506. PubMed
Kang S, Lu W, Liu M. "Efficient estimation for accelerated failure time model under case-cohort and nested case-control sampling." Biometrics. 2017;73(1):114-123. PubMed
Kwak M, Jung SH. "Optimal two-stage log-rank test for randomized phase II clinical trials." J Biopharm Stat. 2017;27(4):639-658. PubMed
Li Z. "Comparison of adaptive treatment strategies based on longitudinal outcomes in sequential multiple assignment randomized trials." Stat Med. 2017;36(3):403-415. PubMed
Liu Y, Wang Y, Huang C, Zeng D. "Estimating personalized diagnostic rules depending on individualized characteristics." Stat Med. 2017;36(7):1099-1117. PubMed
Mao L, Lin DY. "Efficient estimation of semiparametric transformation models for the cumulative incidence of competing risks." J R Stat Soc Series B Stat Methodol. 2017;79(2):573-587. PubMed
Mao L, Lin DY, Zeng D. "Semiparametric regression analysis of interval-censored competing risks data." Biometrics. 2017. PubMed
Parke T, Marchenko O, Anisimov V, Ivanova A, Jennison C, Perevozskaya I, Song G. "Comparing oncology clinical programs by use of innovative designs and expected net present value optimization: Which adaptive approach leads to the best result?" J Biopharm Stat. 2017;27(3):457-476. PubMed
Silva GO, Siegel MB, Mose LE, Parker JS, Sun W, Perou CM, Chen M. "SynthEx: a synthetic-normal-based DNA sequencing tool for copy number alteration detection and tumor heterogeneity profiling." Genome Biol.. 2017;18(1):66. PubMed
Tang ZZ, Bunn P, Tao R, Liu Z, Lin DY. "PreMeta: A tool to facilitate meta-analysis of rare-variant associations." BMC Genomics. 2017;18(1):160. PubMed
Yan Y, Zhou H, Cai J. "Improving efficiency of parameter estimation in case-cohort studies with multivariate failure time data." Biometrics. 2017. 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. 2017;26(1):121-133. PubMed
Acharya CR, McCarthy JM, Owzar K, Allen AS. "Exploiting expression patterns across multiple tissues to map expression quantitative trait loci." BMC Bioinformatics. 2016;17:257. PubMed
Bai X, Tsiatis AA, Lu W, Song R. "Optimal treatment regimes for survival endpoints using a locally-efficient doubly-robust estimator from a classification perspective." Lifetime Data Anal. 2016. PubMed
Chang J, Tang CYong, Wu Y. "Local independence feature screening for nonparametric and semiparametric models by marginal empirical likelihood." Ann Stat. 2016;44(2):515-539. PubMed
Chen M, Ren Z, Zhao H, Zhou H. "Asymptotically normal and efficient estimation of covariate-adjusted Gaussian graphical model." J Am Stat Assoc. 2016;111(513):394-406. PubMed
Chen M, Lin H, Zhao H. "Change point analysis of histone modifications reveals epigenetic blocks linking to physical domains." Ann Appl Stat. 2016;10(1):506-526. PubMed
Chen J, Liu Y, Zeng D, Song R, Zhao Y, Kosorok MR. "Comment on ``Bayesian nonparametric estimation for dynamic treatment regimes with sequential transition tmes, by Xu, Y., Muller, P. Wahed, AS and Thall, PF.''" J Am Stat Assoc. 2016;111(515):942-947. PubMed
Chen G, Liu Y, Shen D, Kosorok MR. "Composite large margin classifiers with latent subclasses for heterogeneous biomedical data." Stat Anal Data Min. 2016;9(2):75-88. PubMed
Chen G, Zeng D, Kosorok MR. "Personalized dose finding using outcome weighted learning." J Am Stat Assoc. 2016;111(516):1509-1521. PubMed
Chen M, Gao C, Zhao H. "Posterior contraction rates of the phylogenetic Indian buffet processes." Bayesian Anal. 2016;11(2):477-497. 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. 2016;81(1):102-34. PubMed
Cobran EK, Chen RC, Overman R, Meyer AM, Kuo TM, O'Brien J, Stürmer T, Sheets NC, Goldin GH, Penn DC, Godley PA, Carpenter WR. "Racial differences in diffusion of intensity-modulated radiation therapy for localized prostate cancer." Am J Mens Health. 2016;10(5):399-407. PubMed
Davidian M, Tsiatis AA, Laber EB. "Dynamic treatment regimes. 2016.
Davidian M, Tsiatis AA, Laber EB. "Value search estimators for optimal dynamic treatment regimes. 2016:135-155.
Fan A, Lu W, Song R. "Sequential advantage selection for optimal treatment regime." Ann Appl Stat. 2016;10(1):32-53. PubMed
George SL, Wang X, Pang H. "Endpoints for cancer clinical trials. 2016.
Guan Q, Laber EB, Reich BJ. "Comment on ``Bayesian nonparametric estimation for dynamic treatment regimes with sequential transition times, by Xu, Y., Muller, P. Wahed, AS and Thall, PF.''" J Am Stat Assoc. 2016;111(515):936-942. PubMed
He K, Li Y, Zhu J, Liu H, Lee JE, Amos CI, Hyslop T, Jin J, Lin H, Wei Q, Li Y. "Component-wise gradient boosting and false discovery control in survival analysis with high-dimensional covariates." Bioinformatics. 2016;32(1):50-7. PubMed
He Q, Zhang HHelen, Avery CL, Lin DY. "Sparse meta-analysis with high-dimensional data." Biostatistics. 2016;17(2):205-20. PubMed
Huang Y, Laber E. "Personalized evaluation of biomarker value: A cost-benefit perspective." Stat Biosci. 2016;8:43-65. PubMed
Hung H, Lin YT, Chen P, Wang CC, Huang SY, Tzeng JY. "Detection of gene-gene interactions using multistage sparse and low-rank regression." Biometrics. 2016;72(1):85-94. PubMed
Huque MHamidul, Bondell HD, Carroll RJ, Ryan LM. "Spatial regression with covariate measurement error: A semiparametric approach." Biometrics. 2016;72(3):678-86. PubMed
Ibrahim JG, Gwon Y, Chen MH. "SAS Macro BSMED: Bayesian survival meta-experimental design using historical data. 2016.
Ivanova A, Wang Y, Foster MC. "The rapid enrollment design for Phase I clinical trials." Stat Med. 2016;35(15):2516-24. PubMed
Jeng XJessie, Daye ZJohn, Lu W, Tzeng JY. "Rare variants association analysis in large-scale sequencing studies at the single locus level." PLoS Comput. Biol.. 2016;12(6):e1004993. PubMed
Joeng HK, Chen MH, Kang S. "Proportional exponentiated link transformed hazards (ELTH) models for discrete time survival data with application." Lifetime Data Anal. 2016;22(1):38-62. PubMed
Kass RE, Caffo BS, Davidian M, Meng XL, Yu B, Reid N. "Ten simple rules for effective statistical practice." PLoS Comput. Biol.. 2016;12(6):e1004961. PubMed
Kim S, Cai J, Couper D. "Improving the efficiency of estimation in the additive hazards model for stratified case-cohort design with multiple diseases." Stat Med. 2016;35(2):282-93. PubMed
Kong D, Maity A, Hsu FC, Tzeng JY. "Testing and estimation in marker-set association study using semiparametric quantile regression kernel machine." Biometrics. 2016;72(2):364-71. PubMed
Laber EB, Zhao YQ, Regh T, Davidian M, Tsiatis A, Stanford JB, Zeng D, Song R, Kosorok MR. "Using pilot data to size a two-arm randomized trial to find a nearly optimal personalized treatment strategy." Stat Med. 2016;35(8):1245-56. PubMed
Lee H, Hudgens MG, Cai J, Cole SR. "Marginal structural Cox models with case-cohort sampling." Stat Sin. 2016;26(2):509-526. PubMed
Li Z, Owzar K. "Fitting Cox models with doubly censored data using spline-based sieve marginal likelihood." Scand Stat Theory Appl. 2016;43(2):476-486. PubMed
Linn KA, Laber EB, Stefanski LA. "Estimation of dynamic treatment regimes for complex outcomes: Balancing benefits and risks. 2016:249-262.
Liu Y, Wang Y, Zeng D. "Sequential multiple assignment randomization trials with enrichment design." Biometrics. 2016. PubMed
Lizotte DJ, Laber EB. "Multi-objective Markov decision processes for data-driven decision support." J Mach Learn Res. 2016;17. 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. 2016;25(6):3015-3037. 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. 2016;25(4):1596-619. PubMed
Mao L, Lin DY. "Semiparametric regression for the weighted composite endpoint of recurrent and terminal events." Biostatistics. 2016;17(2):390-403. PubMed
Milanzi E, Molenberghs G, Alonso A, Kenward MG, Verbeke G, Tsiatis AA, Davidian M. "Properties of estimators in exponential family settings with observation-based stopping rules." J Biom Biostat. 2016;7(1). PubMed
Minsker S, Zhao YQ, Cheng G. "Active clinical trials for personalized medicine." J Am Stat Assoc. 2016;111(514):875-887. PubMed
Ou FS, Zeng D, Cai J. "Quantile regression models for current status data." J Stat Plan Inference. 2016;178:112-127. PubMed
Palumbo A, Michael Y, Hyslop T. "Latent class model characterization of neighborhood socioeconomic status." Cancer Causes Control. 2016;27(3):445-52. PubMed
Pang H, Wang X. "Statistical aspect of translational and correlative studies in clinical trials." Chin Clin Oncol. 2016;5(1):11. PubMed
Rao S, Ibrahim JG, Cheng J, Yap PT, Zhu H. "SR-HARDI: Spatially regularizing high angular resolution diffusion imaging." J Comput Graph Stat. 2016;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. 2016;58(3):393-403. PubMed
Shin S, Fine J, Liu Y. "Adaptive estimation with partially overlapping models." Stat Sin. 2016;26(1):235-253. PubMed
Song R, Banerjee M, Kosorok MR. "Asymptotics for change-point models under varying degrees of mis-specification." Ann Stat. 2016;44(1):153-182. PubMed
Tan Z, Qin G, Zhou H. "Estimation of a partially linear additive model for data from an outcome-dependent sampling design with a continuous outcome." Biostatistics. 2016;17(4):663-76. PubMed
Wang X, Chen M, Yu X, Pornputtapong N, Chen H, Zhang NR, Powers S, Krauthammer M. "Global copy number profiling of cancer genomes." Bioinformatics. 2016;32(6):926-8. PubMed
Wang Y, Wu P, Liu Y, Weng C, Zeng D. "Learning optimal individualized treatment rules from electronic health record data." IEEE Int Conf Healthc Inform. 2016;2016:65-71. 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. 2016;16(1):122. PubMed
Wang X, Berry MF. "Risk calculators are useful but...." J. Thorac. Cardiovasc. Surg.. 2016;151(3):706-7. PubMed
Wang C, Chen MH, Schifano E, Wu J, Yan J. "Statistical methods and computing for big data." Stat Interface. 2016;9(4):399-414. PubMed
Wang Y, Chen T, Zeng D. "Support vector hazards machine: A counting process framework for learning risk scores for censored outcomes. " J Mach Learn Res. 2016;17. PubMed
Xia F, George SL, Wang X. "A multi-state model for designing clinical trials for testing overall survival allowing for crossover after progression." Stat Biopharm Res. 2016;8(1):12-21. PubMed
Xiao W, Lu W, Zhang HHelen. "Joint structure selection and estimation in the time-varying coefficient Cox model. " Stat Sin. 2016;26(2):547-567. PubMed
Yu J, Liu Y, Cai J, Sandler DP, Zhou H. "Outcome-dependent sampling design and inference for Cox's proportional hazards model." J Stat Plan Inference. 2016;178:24-36. PubMed
Yuan J, Pang H, Tong T, Xi D, Guo W, Mesenbrink P. "Seamless phase IIa/IIb and enhanced dose-finding adaptive design." J Biopharm Stat. 2016;26(5):912-23. PubMed
Zeng D, Mao L, Lin DY. "Maximum likelihood estimation for semiparametric transformation models with interval-censored data." Biometrika. 2016;103(2):253-271. PubMed
Zhang X, Wu Y, Wang L, Li R. "A consistent information criterion for support vector machines in diverging model spaces." J Mach Learn Res. 2016;17(16):1-26. PubMed
Zhang G, Huang KC, Xu Z, Tzeng JY, Conneely KN, Guan W, Kang J, Li Y. "Across-platform imputation of DNA methylation levels incorporating nonlocal information using penalized functional regression." Genet. Epidemiol.. 2016;40(4):333-40. PubMed
Zhang D, Sun JLena, Pieper K. "Bivariate mixed effects analysis of clustered data with large cluster sizes." Stat Biosci. 2016;8(2):220-233. 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. 2016;71(3). PubMed
Zhang C, Liu Y, Wu Y. "On quantile regression in reproducing kernel Hilbert spaces with data sparsity constraint." J Mach Learn Res. 2016;17(40):1-45. PubMed
Zhang C, Liu Y, Wang J, Zhu H. "Reinforced angle-based multicategory support vector machines." J Comput Graph Stat. 2016;25(3):806-825. PubMed
Zhang X, Wu Y, Wang L, Li R. "Variable selection for support vector machines in moderately high dimensions." J R Stat Soc Series B Stat Methodol. 2016;78(1):53-76. PubMed
Zhao Y, Saville BR, Zhou H, Koch GG. "Sensitivity analysis for missing outcomes in time-to-event data with covariate adjustment." J Biopharm Stat. 2016;26(2):269-79. PubMed
Zhu R, Zhao YQ, Chen G, Ma S, Zhao H. "Greedy outcome weighted tree learning of optimal personalized treatment rules." Biometrics. 2016. PubMed
Zhu Z, Wang X, Saha-Chaudhuri P, Kosinski AS, George SL. "Time-dependent classification accuracy curve under marker-dependent sampling." Biom J. 2016;58(4):974-92. PubMed
Zou B, Zou F, Shuster JJ, Tighe PJ, Koch GG, Zhou H. "On variance estimate for covariate adjustment by propensity score analysis." Stat Med. 2016;35(20):3537-48. PubMed
Amorim LDAF, Cai J. "Modelling recurrent events: A tutorial for analysis in epidemiology." Int J Epidemiol. 2015;44(1):324-33. 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. 2015;25(1):66-88. PubMed
Boos DD, Osborne JA. "Assessing variability of complex descriptive statistics in Monte Carlo studies using resampling methods." Int Stat Rev. 2015;83(2):228-238. PubMed
Brownstein NC, Cai J, Slade GD, Bair E. "Parameter estimation in Cox models with missing failure indicators and the OPPERA study." Stat Med. 2015;34(30):3984-96. PubMed
Cao H, Churpek MM, Zeng D, Fine JP. "Analysis of the proportional hazards model with sparse longitudinal covariates." J Am Stat Assoc. 2015;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. 2015;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. 2015;64(3):469-489. 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. 2015;24(6):836-55. PubMed
Chen T, Zeng D, Wang Y. "Multiple kernel learning with random effects for predicting longitudinal outcomes and data integration." Biometrics. 2015;71(4):918-28. 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. 2015;21(2):259-79. PubMed
Cheng G, Zhang HHelen, Shang Z. "Sparse and efficient estimation for partial spline models with increasing dimension." Ann Inst Stat Math. 2015;67(1):93-127. PubMed
Choi J, Cai J, Zeng D, Olshan AF. "Joint analysis of survival time and longitudinal categorical outcomes." Stat Biosci. 2015;7(1):19-47. PubMed
DE Castro M, Chen MH, Zhang Y. "Bayesian path specific frailty models for multi-state survival data with applications." Biometrics. 2015;71(3):760-71. PubMed
Foster NR, Renfro LA, Schild SE, Redman MW, Wang XF, Dahlberg SE, Ding K, Bradbury PA, Ramalingam SS, Gandara DR, Shibata T, Saijo N, Vokes EE, Adjei AA, Mandrekar SJ. "Multitrial evaluation of progression-free survival as a surrogate end point for overall survival in first-line extensive-stage small-cell lung cancer." J Thorac Oncol. 2015;10(7):1099-106. PubMed
Gao Q, Ahn M, Zhu H. "Cook's distance measures for varying coefficient models with functional responses." Technometrics. 2015;57(2):268-280. PubMed
Geng Y, Zhang HHelen, Lu W. "On optimal treatment regimes selection for mean survival time." Stat Med. 2015;34(7):1169-84. PubMed
George SL, Buyse M. "Data fraud in clinical trials." Clin Investig (Lond). 2015;5(2):161-173. PubMed
Ghosh L, Jiang J, Sun Y, Zhou H. "Failure time regression with continuous informative auxiliary covariates." J Stat Distrib Appl. 2015;2:2. 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. 2015;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. 2015;34(14):2202-3. PubMed
Guo R, Ahn M, Zhu H. "Spatially weighted principal component analysis for imaging classification." J Comput Graph Stat. 2015;24(1):274-296. PubMed
Hu YJ, Li Y, Auer PL, Lin DY. "Integrative analysis of sequencing and array genotype data for discovering disease associations with rare mutations." Proc. Natl. Acad. Sci. U.S.A.. 2015;112(4):1019-24. PubMed
Hu YJ, Sun W, Tzeng JY, Perou CM. "Proper use of allele-specific expression improves statistical power for cis-eQTL mapping with RNA-Seq data." J Am Stat Assoc. 2015;110(511):962-974. PubMed
Hua Z, Zhu H, Dunson DB. "Semiparametric Bayes local additive models for longitudinal data." Stat Biosci. 2015;7(1):90-107. PubMed
Huang Y, Laber EB, Janes H. "Characterizing expected benefits of biomarkers in treatment selection." Biostatistics. 2015;16(2):383-99. 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. 2015;34(9):1914-27. PubMed
Huang H, Liu Y, Yuan M, Marron JS. "Statistical significance of clustering using soft thresholding." J Comput Graph Stat. 2015;24(4):975-993. PubMed
Ibrahim JG, Chen MH, Lakshminarayanan M, Liu GF, Heyse JF. "Bayesian probability of success for clinical trials using historical data." Stat Med. 2015;34(2):249-64. PubMed
Ibrahim JG, Chen MH, Gwon Y, Chen F. "The power prior: Theory and applications." Stat Med. 2015;34(28):3724-49. PubMed
Jiang Y, Han Y, Petrovski S, Owzar K, Goldstein DB, Allen AS. "Incorporating functional information in tests of excess De Novo mutational load." Am. J. Hum. Genet.. 2015;97(2):272-83. PubMed
Jung SH. "Statistical issues for design and analysis of single-arm multi-stage phase II cancer clinical trials." Contemp Clin Trials. 2015;42:9-17. PubMed
Kong D, Bondell H, Wu Y. "Domain selection for the varying coefficient model via local polynomial regression." Comput Stat Data Anal. 2015;83:236-250. PubMed
Kong D, Giovanello KS, Wang Y, Lin W, Lee E, Fan Y, Doraiswamy M, Zhu H. "Predicting Alzheimer's disease using combined imaging-whole genome SNP data." J. Alzheimers Dis.. 2015;46(3):695-702. PubMed
Kwak M, Um SW, Jung SH. "Comparison of operational characteristics for binary tests with clustered data." Stat Med. 2015;34(15):2325-33. PubMed
Kwak M, Kim J, Jung SH. "Optimal estimation for regression models on τ-year survival probability." J Biopharm Stat. 2015;25(3):539-47. PubMed
Laber EB, Zhao YQ. "Tree-based methods for individualized treatment regimes." Biometrika. 2015;102(3):501-514. PubMed
Lachos VH, Chen MH, Abanto-Valle CA, Azevedo CLN. "Quantile regression for censored mixed-effects models with applications to HIV studies." Stat Interface. 2015;8(2):203-215. 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. 2015;9(4):2153-2178. PubMed
Lee W, Liu Y. "Joint estimation of multiple precision matrices with common structures." J Mach Learn Res. 2015;16:1035-1062. PubMed
Li M, Staicu AM, Bondell HD. "Incorporating covariates in skewed functional data models." Biostatistics. 2015;16(3):413-26. PubMed
Linn KA, Laber EB, Stefanski LA. "iqLearn: Interactive Q-Learning in R." J Stat Softw. 2015;64(1). PubMed
Liu Y, Chen Y, Chu H. "A unification of models for meta-analysis of diagnostic accuracy studies without a gold standard." Biometrics. 2015;71(2):538-47. PubMed
Marceau R, Lu W, Holloway S, Sale MM, Worrall BB, Williams SR, Hsu FC, Tzeng JY. "A fast multiple-kernel method with applications to detect gene-environment interaction." Genet. Epidemiol.. 2015;39(6):456-68. PubMed
Milanzi E, Molenberghs G, Alonso A, Kenward MG, Tsiatis AA, Davidian M, Verbeke G. "Estimation after a group sequential trial." Stat Biosci. 2015;7(2):187-205. PubMed
Neely ML, Bondell HD, Tzeng JY. "A penalized likelihood approach for investigating gene-drug interactions in pharmacogenetic studies." Biometrics. 2015;71(2):529-37. PubMed
Pang H, Kim I, Zhao H. "Random effects model for multiple pathway analysis with applications to type II diabetes microarray data." Stat Biosci. 2015;7(2):167-186. PubMed
Potthoff RF, Halabi S. "A novel test to compare two treatments based on endpoints involving both nonfatal and fatal events." Pharm Stat. 2015;14(4):273-83. PubMed
Sinha A, Chi Z, Chen MH. "Bayesian inference of hidden gamma wear process model for survival data with ties." Stat Sin. 2015;25(4):1613-1635. PubMed
Song G, Ivanova A. "Enrollment and stopping rules for managing toxicity requiring long follow-up in phase II oncology trials." J Biopharm Stat. 2015;25(6):1206-14. PubMed
Song R, Kosorok M, Zeng D, Zhao Y, Laber E, Yuan M. "On sparse representation for optimal individualized treatment selection with penalized outcome weighted learning." Stat. 2015;4(1):59-68. PubMed
Song R, Wang W, Zeng D, Kosorok MR. "Penalized Q-Learning for dynamic treatment regimens." Stat Sin. 2015;25(3):901-920. PubMed
Sun Q, Zhu H, Liu Y, Ibrahim JG. "SPReM: Sparse projection regression model for high-dimensional linear regression." J Am Stat Assoc. 2015;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. 2015;121(6):836-43. PubMed
Tang ZZ, Lin DY. "Meta-analysis for discovering rare-variant associations: Statistical methods and software programs." Am. J. Hum. Genet.. 2015;97(1):35-53. PubMed
Tao R, Zeng D, Franceschini N, North KE, Boerwinkle E, Lin DY. "Analysis of sequence data under multivariate trait-dependent sampling." J Am Stat Assoc. 2015;110(510):560-572. PubMed
Tzeng JY, Magnusson PKE, Sullivan PF, Szatkiewicz JP. "A new method for detecting associations with rare copy-number variants." PLoS Genet.. 2015;11(10):e1005403. PubMed
Wang Z, Maity A, Luo Y, Neely ML, Tzeng JY. "Complete effect-profile assessment in association studies with multiple genetic and multiple environmental factors." Genet. Epidemiol.. 2015;39(2):122-33. PubMed
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. 2015;102(3):515-532. PubMed
Wang Z, Maity A, Hsiao CKate, Voora D, Kaddurah-Daouk R, Tzeng JY. "Module-based association analysis for omics data with network structure." PLoS ONE. 2015;10(3):e0122309. PubMed
Wang X, Gu L, Zhang Y, Sargent DJ, Richards W, Ganti AKishor, Crawford J, Cohen HJay, Stinchcombe T, Vokes E, Pang H. "Validation of survival prognostic models for non-small-cell lung cancer in stage- and age-specific groups." Lung Cancer. 2015;90(2):281-7. PubMed
Wu Y, Stefanski LA. "Automatic structure recovery for additive models." Biometrika. 2015;102(2):381-395. 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. 2015;110(510):528-544. PubMed
Yao F, Lei E, Wu Y. "Effective dimension reduction for sparse functional data." Biometrika. 2015;102(2):421-437. 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. 2015;16:245. PubMed
Yu J, Liu Y, Sandler DP, Zhou H. "Statistical inference for the additive hazards model under outcome-dependent sampling." Can J Stat. 2015;43(3):436-453. 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. 2015;25(3):508-24. PubMed
Zeng D, Cornea E, Dong J, Pan J, Ibrahim JG. "Assessing temporal agreement between central and local progression-free survival times." Stat Med. 2015;34(5):844-58. PubMed
Zeng D, Gao F, Hu K, Jia C, Ibrahim JG. "Hypothesis testing for two-stage designs with over or under enrollment." Stat Med. 2015;34(16):2417-26. PubMed
Zhang B, Tsiatis AA, Laber EB, Davidian M. "Response to reader reaction." Biometrics. 2015;71(1):271-3. PubMed
Zhang Y, Laber EB, Tsiatis A, Davidian M. "Using decision lists to construct interpretable and parsimonious treatment regimes." Biometrics. 2015;71(4):895-904. PubMed
Zhao G, Marceau R, Zhang D, Tzeng JY. "Assessing gene-environment interactions for common and rare variants with binary traits using gene-trait similarity regression." Genetics. 2015;199(3):695-710. PubMed
Zhao YQ, Zeng D, Laber EB, Song R, Yuan M, Kosorok MR. "Doubly robust learning for estimating individualized treatment with censored data." Biometrika. 2015;102(1):151-168. PubMed
Zhao YQ, Zeng D, Laber EB, Kosorok MR. "New statistical learning methods for estimating optimal dynamic treatment regimes." J Am Stat Assoc. 2015;110(510):583-598. PubMed
Zhou YH, Wright FA. "Hypothesis testing at the extremes: fast and robust association for high-throughput data." Biostatistics. 2015;16(3):611-25. PubMed
Zhu H, Ibrahim JG, Chen MH. "Diagnostic measures for the Cox regression model with missing covariates." Biometrika. 2015;102(4):907-923. PubMed
Zhu R, Zeng D, Kosorok MR. "Reinforcement learning trees." J Am Stat Assoc. 2015;110(512):1770-1784. PubMed
Zou B, Jin B, Koch GG, Zhou H, Borst SE, Menon S, Shuster JJ. "On model selections for repeated measurement data in clinical studies." Stat Med. 2015;34(10):1621-33. PubMed
An B, Guo J, Liu Y. "Hypothesis testing for band size detection of high-dimensional banded precision matrices." Biometrika. 2014;101(2):477-483. 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. 2014;9(9):e108306. PubMed
Calandruccio L, Zhou H. "Increase in speech recognition due to linguistic mismatch between target and masker speech: monolingual and simultaneous bilingual performance." J. Speech Lang. Hear. Res.. 2014;57(3):1089-97. PubMed
Chakraborty B, Laber EB, Zhao YQ. "Inference about the expected performance of a data-driven dynamic treatment regime." Clin Trials. 2014;11(4):408-417. 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. 2014;43(16):3536-3551. 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. 2014;70(4):1003-13. 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. 2014;33(9):1600-18. PubMed
Chen LM, Ibrahim JG, Chu H. "Flexible stopping boundaries when changing primary endpoints after unblinded interim analyses." J Biopharm Stat. 2014;24(4):817-33. 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. 2014;33(26):4560-76. 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. 2014;219(2):551-69. PubMed
Chen LM, Ibrahim JG, Chu H. "Sample size determination in shared frailty models for multivariate time-to-event data." J Biopharm Stat. 2014;24(4):908-23. PubMed
Chen T, Wang Y, Chen H, Marder K, Zeng D. "Targeted local support vector machine for age-dependent classification." J Am Stat Assoc. 2014;109(507):1174-1187. PubMed
DE Castro M, Chen MH, Ibrahim JG, Klein JP. "Bayesian transformation models for multivariate survival data." Scand Stat Theory Appl. 2014;41(1):187-199. PubMed
Ding J, Zhou H, Liu Y, Cai J, Longnecker MP. "Estimating effect of environmental contaminants on women's subfecundity for the MoBa study data with an outcome-dependent sampling scheme." Biostatistics. 2014;15(4):636-50. PubMed
Geng Y, Lu W, Zhang HHelen. "A model-free machine learning method for risk classification and survival probability prediction." Stat. 2014;3(1):337-350. PubMed
Goldberg Y, Song R, Zeng D, Kosorok MR. "Comment on "Dynamic treatment regimes: Technical challenges and applications"" Electron J Stat. 2014;8(1):1290-1300. PubMed
Ha MJin, Sun W. "Partial correlation matrix estimation using ridge penalty followed by thresholding and re-estimation." Biometrics. 2014;70(3):765-73. PubMed
Hao N, Zhang HHelen. "Interaction screening for ultra-high dimensional data." J Am Stat Assoc. 2014;109(507):1285-1301. PubMed
Hu J, Tzeng JY. "Integrative gene set analysis of multi-platform data with sample heterogeneity." Bioinformatics. 2014;30(11):1501-7. PubMed
Hu W, Cai J, Zeng D. "Sample size/power calculation for stratified case-cohort design." Stat Med. 2014;33(23):3973-85. PubMed
Huque MHamidul, Bondell H, Ryan L. "On the impact of covariate measurement error on spatial regression modelling." Environmetrics. 2014;25(8):560-570. PubMed
Hyun JWon, Li Y, Gilmore JH, Lu Z, Styner M, Zhu H. "SGPP: Spatial Gaussian predictive process models for neuroimaging data." Neuroimage. 2014;89:70-80. PubMed
Ibrahim JG, Chen MH, Xia A, Liu T, Henessey V. "Bayesian meta-experimental design for evaluating cardiovascular risk. 2014:13-38.
Jiang L, Bondell HD, Wang HJudy. "Interquantile shrinkage and variable selection in quantile regression." Comput Stat Data Anal. 2014;69:208-219. PubMed
Jung SH, Sargent DJ. "Randomized phase II clinical trials." J Biopharm Stat. 2014;24(4):802-16. PubMed
Jung SH, Sohn I. "Statistical issues in the design and analysis of nCounter projects." Cancer Inform. 2014;13(Suppl 7):35-43. PubMed
Jung SH. "Stratified Fisher's exact test and its sample size calculation." Biom J. 2014;56(1):129-40. PubMed
Jung SH, Chen Y, Ahn H. "Type I error control for tree classification." Cancer Inform. 2014;13(Suppl 7):11-8. 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. 2014;24(5):1230-46. PubMed
Knickmeyer RC, Wang J, Zhu H, Geng X, Woolson S, Hamer RM, Konneker T, Styner M, Gilmore JH. "Impact of sex and gonadal steroids on neonatal brain structure." Cereb. Cortex. 2014;24(10):2721-31. PubMed
Kwak M, Jung SH. "Phase II clinical trials with time-to-event endpoints: optimal two-stage designs with one-sample log-rank test." Stat Med. 2014;33(12):2004-16. PubMed
Laber EB, Tsiatis AA, Davidian M, Holloway ST. "Discussion of "Combining biomarkers to optimize patient treatment recommendation"." Biometrics. 2014;70(3):707-10. PubMed
Laber EB, Lizotte DJ, Qian M, Pelham WE, Murphy SA. "Dynamic treatment regimes: technical challenges and applications." Electron J Stat. 2014;8(1):1225-1272. PubMed
Laber EB, Linn KA, Stefanski LA. "Interactive model building for Q-learning." Biometrika. 2014;101(4):831-847. PubMed
Laber EB, Lizotte DJ, Ferguson B. "Set-valued dynamic treatment regimes for competing outcomes." Biometrics. 2014;70(1):53-61. PubMed
Li Z, Valenstein M, Pfeiffer P, Ganoczy D. "A global logrank test for adaptive treatment strategies based on observational studies." Stat Med. 2014;33(5):760-71. 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.. 2014;38(8):680-91. PubMed
Liu B, Lu W, Zhang J. "Accelerated intensity frailty model for recurrent events data." Biometrics. 2014;70(3):579-87. PubMed
Luo S, Chen Y, Su X, Chu H. "mmeta: An R package for multivariate meta-analysis." J Stat Softw. 2014;56(11):11. 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. 2014;14:128. 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. 2014;23(1):11-41. 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. 2014;8:4. PubMed
Ren Z, Davidian M, George SL, Goldberg RM, Wright FA, Tsiatis AA, Kosorok MR. "Research methods for clinical trials in personalized medicine: A systematic review. 2014.
Schulte PJ, Tsiatis AA, Laber EB, Davidian M. "Q- and A-learning methods for estimating optimal dynamic treatment regimes." Stat Sci. 2014;29(4):640-661. PubMed
Shin SJun, Wu Y, Zhang HHelen, Liu Y. "Probability-enhanced sufficient dimension reduction for binary classification." Biometrics. 2014;70(3):546-55. PubMed
Shin SJun, Wu Y, Zhang HHelen. "Two-dimensional solution surface for weighted support vector machines." J Comput Graph Stat. 2014;23(2):383-402. PubMed
Shortreed SM, Laber E, Stroup S, Pineau J, Murphy SA. "A multiple imputation strategy for sequential multiple assignment randomized trials." Stat Med. 2014;33(24):4202-14. PubMed
Song R, Lu W, Ma S, Jeng J. "Censored rank independence screening for high-dimensional survival data." Biometrika. 2014;101(4):799-814. PubMed
Song R, Yi F, Zou H. "On varying-coefficient independence screening for high-dimensional varying-coefficient models." Stat Sin. 2014;24(4):1735-1752. PubMed
Stefanski LA, Wu Y, White K. "Variable selection in nonparametric classification via measurement error model selection likelihoods." J Am Stat Assoc. 2014;109(506):574-589. PubMed
Tang N, Zhao P, Zhu H. "Empirical likelihood for estimating equations with nonignorably missing data." Stat Sin. 2014;24(2):723-747. PubMed
Tang ZZ, Lin DY. "Meta-analysis of sequencing studies with heterogeneous genetic associations." Genet. Epidemiol.. 2014;38(5):389-401. PubMed
Tsiatis AA, Davidian M. "Missing data methods: A semiparametric perspective. 2014.
Tzeng JY, Lu W, Hsu FC. "Gene-level pharmacogenetic analysis on survival outcomes using gene-trait similarity regression." Ann Appl Stat. 2014;8(2):1232-1255. PubMed
Verbeke G, Fieuws S, Molenberghs G, Davidian M. "The analysis of multivariate longitudinal data: a review." Stat Methods Med Res. 2014;23(1):42-59. 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. 2014;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. 2014;13(1):41-54. 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. 2014;56:2. PubMed
Wang X, Epstein MP, Tzeng JY. "Analysis of gene-gene interactions using gene-trait similarity regression." Hum. Hered.. 2014;78(1):17-26. PubMed
Wang X, Zhang D, Tzeng JY. "Pathway-guided identification of gene-gene interactions." Ann. Hum. Genet.. 2014;78(6):478-91. 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). 2014;5:187. 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. 2014;84:753-64. PubMed
Zeng D, Lin DY. "Efficient estimation of semiparametric transformation models for two-phase cohort studies." J Am Stat Assoc. 2014;109(505):371-383. 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. 2014;24(2):429-42. 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. 2014;33(27):4715-33. PubMed
Zhang Y, Chen MH, Ibrahim JG, Zeng D, Chen Q, Pan Z, Xue X. "Bayesian gamma frailty models for survival data with semi-competing risks and treatment switching." Lifetime Data Anal. 2014;20(1):76-105. PubMed
Zhang C, Liu Y. "Multicategory angle-based large-margin classification." Biometrika. 2014;101(3):625-640. 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. 2014;11(2):246-62. PubMed
Zhao Y, Herring AH, Zhou H, Ali MW, Koch GG. "A multiple imputation method for sensitivity analyses of time-to-event data with possibly informative censoring." J Biopharm Stat. 2014;24(2):229-53. PubMed
Zhao YQ, Kosorok MR. "Discussion of combining biomarkers to optimize patient treatment recommendations." Biometrics. 2014;70(3):713-6. PubMed
Zhao YQ, Laber EB. "Estimation of optimal dynamic treatment regimes." Clin Trials. 2014;11(4):400-407. PubMed
Zhou H, Xu W, Zeng D, Cai J. "Semiparametric inference for data with a continuous outcome from a two-phase probability dependent sampling scheme." J R Stat Soc Series B Stat Methodol. 2014;76(1):197-215. PubMed
Zhu H, Ibrahim JG, Chen Q. "Bayesian case-deletion model complexity and information criterion." Stat Interface. 2014;7(4):531-542. 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. 2014;109(507):997-990. PubMed
Zhu H, Ibrahim JG, Tang N. "Bayesian sensitivity analysis of statistical models with missing data." Stat Sin. 2014;24(2):871-896. PubMed
Appell ML, Berg J, Duley J, Evans WE, Kennedy MA, Lennard L, Marinaki T, McLeod HL, Relling MV, Schaeffeler E, Schwab M, Weinshilboum R, Yeoh AEJ, McDonagh EM, Hebert JM, Klein TE, Coulthard SA. "Nomenclature for alleles of the thiopurine methyltransferase gene." Pharmacogenet. Genomics. 2013;23(4):242-8. PubMed
Bai X, Tsiatis AA, O'Brien SM. "Doubly-robust estimators of treatment-specific survival distributions in observational studies with stratified sampling." Biometrics. 2013;69(4):830-9. PubMed
Bondell HD, Stefanski LA. "Efficient robust regression via two-stage generalized empirical likelihood." J Am Stat Assoc. 2013;108(502):644-655. PubMed
Cao G, Todem D, Yang L, Fine JP. "Evaluating statistical hypotheses using weakly-identifiable estimating functions." Scand Stat Theory Appl. 2013;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. 2013;23(4):744-55. 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. 2013;23(1):201-12. PubMed
Cao H, Sun W, Kosorok MR. "The optimal power puzzle: Scrutiny of the monotone likelihood ratio assumption in multiple testing." Biometrika. 2013;100(2):495-502. PubMed
Caron WP, Lay JC, Fong AM, La-Beck NM, Kumar P, Newman SE, Zhou H, Monaco J, Clarke-Pearson DL, Brewster WR, Van Le L, Bae-Jump VL, Gehrig PA, Zamboni WC. "Translational studies of phenotypic probes for the mononuclear phagocyte system and liposomal pharmacology." J. Pharmacol. Exp. Ther.. 2013;347(3):599-606. PubMed
Chakraborty B, Laber EB, Zhao Y. "Inference for optimal dynamic treatment regimes using an adaptive m-out-of-n bootstrap scheme." Biometrics. 2013;69(3):714-23. 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. 2013;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. 2013;32(24):4180-95. PubMed
Chen G, Sullivan PF, Kosorok MR. "Biclustering with heterogeneous variance." Proc. Natl. Acad. Sci. U.S.A.. 2013;110(30):12253-8. PubMed
Chen Q, Zeng D, Ibrahim JG, Akacha M, Schmidli H. "Estimating time-varying effects for overdispersed recurrent events data with treatment switching." Biometrika. 2013;100(2):339-354. PubMed
Daniel RM, Tsiatis AA. "Efficient estimation of the distribution of time to composite endpoint when some endpoints are only partially observed." Lifetime Data Anal. 2013;19(4):513-46. PubMed
Diao G, Zeng D, Yang S. "Efficient semiparametric estimation of short-term and long-term hazard ratios with right-censored data." Biometrics. 2013;69(4):840-9. PubMed
Esserman D, Zhao Y, Tang Y, Cai J. "Sample size estimation in educational intervention trials with subgroup heterogeneity in only one arm." Stat Med. 2013;32(12):2140-54. PubMed
Ghosh A, Wright FA, Zou F. "Unified analysis of secondary traits in case-control association studies." J Am Stat Assoc. 2013;108(502). PubMed
Goldberg Y, Song R, Kosorok MR. "Adaptive Q-learning. 2013;9:150-162.
He Q, Avery CL, Lin DY. "A general framework for association tests with multivariate traits in large-scale genomics studies." Genet. Epidemiol.. 2013;37(8):759-67. 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. 2013;2(3):246-55. PubMed
Hu YJ, Berndt SI, Gustafsson S, Ganna A, Hirschhorn J, North KE, Ingelsson E, Lin DY. "Meta-analysis of gene-level associations for rare variants based on single-variant statistics." Am. J. Hum. Genet.. 2013;93(2):236-48. PubMed
Huang C, Shan L, Charles C, Niethammer M, Zhu H. "Diseased region detection of longitudinal knee MRI data." Inf Process Med Imaging. 2013;23:632-43. PubMed
Jensen BC, McLeod HL. "Pharmacogenomics as a risk mitigation strategy for chemotherapeutic cardiotoxicity." Pharmacogenomics. 2013;14(2):205-13. PubMed
Jiang L, Wang HJudy, Bondell HD. "Interquantile shrinkage in regression models." J Comput Graph Stat. 2013;22(4). PubMed
Kang C, Qaqish B, Monaco J, Sheridan SL, Cai J. "Kappa statistic for clustered dichotomous responses from physicians and patients." Stat Med. 2013;32(21):3700-19. PubMed
Kang S, Cai J, Chambless L. "Marginal additive hazards model for case-cohort studies with multiple disease outcomes: an application to the Atherosclerosis Risk in Communities (ARIC) study." Biostatistics. 2013;14(1):28-41. 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. 2013;32(23):3972-90. PubMed
Kim S, Zeng D, Li Y, Spiegelman D. "Joint modeling of longitudinal and cure-survival data." J Stat Theory Pract. 2013;7(2):324-344. PubMed
Kim S, Cai J, Lu W. "More efficient estimators for case-cohort studies." Biometrika. 2013;100(3):695-708. PubMed
Kim J, Sohn I, Son DS, Kim DHwan, Ahn T, Jung SH. "Prediction of a time-to-event trait using genome wide SNP data." BMC Bioinformatics. 2013;14:58. PubMed
Kim E, Zeng D. "Semiparametric ROC analysis using accelerated regression models." Stat Sin. 2013;23:829-851. PubMed
Krens SD, McLeod HL, Hertz DL. "Pharmacogenetics, enzyme probes and therapeutic drug monitoring as potential tools for individualizing taxane therapy." Pharmacogenomics. 2013;14(5):555-74. PubMed
Li J, Jiang B, Fine JP. "Multicategory reclassification statistics for assessing improvements in diagnostic accuracy." Biostatistics. 2013;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. 2013;72:91-105. PubMed
Lin FC, Cai J, Fine JP, Lai HJ. "Nonparametric estimation of the mean function for recurrent event data with missing event category." Biometrika. 2013;100(3). PubMed
Lin DY, Zeng D, Tang ZZ. "Quantitative trait analysis in sequencing studies under trait-dependent sampling." Proc. Natl. Acad. Sci. U.S.A.. 2013;110(30):12247-52. PubMed
Lin CY, Bondell H, Zhang HHelen, Zou H. "Variable selection for nonparametric quantile regression via smoothing spline ANOVA." Stat. 2013;2(1):255-268. PubMed
Lu W, Zhang HHelen, Zeng D. "Variable selection for optimal treatment decision." Stat Methods Med Res. 2013;22(5):493-504. 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. 2013;211(1):1-10. PubMed
McLeod HL. "Cancer pharmacogenomics: early promise, but concerted effort needed." Science. 2013;339(6127):1563-6. 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.. 2013;165(2):193-9. PubMed
Miranda MF, Zhu H, Ibrahim JG. "Bayesian spatial transformation models with applications in neuroimaging data." Biometrics. 2013;69(4):1074-83. PubMed
Pang H, Tong T, Ng M. "Block-diagonal discriminant analysis and its bias-corrected rules." Stat Appl Genet Mol Biol. 2013;12(3):347-59. PubMed
Pang H, Jung SH. "Sample size considerations of prediction-validation methods in high-dimensional data for survival outcomes." Genet. Epidemiol.. 2013;37(3):276-82. PubMed
Post JB, Bondell HD. "Factor selection and structural identification in the interaction ANOVA model." Biometrics. 2013;69(1):70-9. PubMed
Reich BJ, Bandyopadhyay D, Bondell HD. "A nonparametric spatial model for periodontal data with non-random missingness." J Am Stat Assoc. 2013;108(503). PubMed
Samsky MD, Patel CB, Owen A, Schulte PJ, Jentzer J, Rosenberg PB, Felker M, Milano CA, Hernandez AF, Rogers JG. "Ten-year experience with extended criteria cardiac transplantation." Circ Heart Fail. 2013;6(6):1230-8. PubMed
Sharma DB, Bondell HD, Zhang HHelen. "Consistent group identification and variable selection in regression with correlated predictors." J Comput Graph Stat. 2013;22(2):319-340. 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. 2013;23(1):36-48. PubMed
Tang ZZ, Lin DY. "MASS: Meta-analysis of score statistics for sequencing studies." Bioinformatics. 2013;29(14):1803-5. PubMed
Thomas L, Stefanski LA, Davidian M. "Moment adjusted imputation for multivariate measurement error data with applications to logistic regression." Comput Stat Data Anal. 2013;67:15-24. PubMed
Vock DM, Tsiatis AA, Davidian M, Laber EB, Tsuang WM, Copeland AFinlen, Palmer SM. "Assessing the causal effect of organ transplantation on the distribution of residual lifetime." Biometrics. 2013;69(4):820-9. PubMed
Wang Y, Chen H, Zeng D, Mauro C, Duan N, Shear K. "Auxiliary marker-assisted classification in the absence of class identifiers." J Am Stat Assoc. 2013;108(502):553-565. PubMed
Wang X, Ma J, George SL. "ROC curve estimation under test-result-dependent sampling." Biostatistics. 2013;14(1):160-72. PubMed
Wei S, Kosorok MR. "Latent supervised learning." J Am Stat Assoc. 2013;108(503). PubMed
Wu Y, Liu Y. "Adaptively weighted large margin classifiers." J Comput Graph Stat. 2013;22(2). 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. 2013;23:220-31. 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. 2013;7(1):102-125. PubMed
Zhang A, Tzeng JY, Chow SC. "Establishment of reference standards in biosimilar studies." GaBI J. 2013;2(4):173-177. PubMed
Zhang B, Tsiatis AA, Laber EB, Davidian M. "Robust estimation of optimal dynamic treatment regimes for sequential treatment decisions." Biometrika. 2013;100(3). PubMed
Zhang H, Zeng D, Olschwang S, Yu K. "Semiparametric inference on the penetrances of rare genetic mutations based on a case-family design." J Stat Plan Inference. 2013;143(2):368-377. PubMed
Zhang A, Tzeng JY, Chow SC. "Statistical considerations in biosimilar assessment using biosimilarity index." J Bioequiv Availab. 2013;5(5):209-214. PubMed
Zhou YH, Barry WT, Wright FA. "Empirical pathway analysis, without permutation." Biostatistics. 2013;14(3):573-85. PubMed
Zhou H, Li L, Zhu H. "Tensor regression with applications in neuroimaging data analysis." J Am Stat Assoc. 2013;108(502):540-552. PubMed
Ahn M, Zhang HHelen, Lu W. "Moment-based method for random effects selection in linear mixed models." Stat Sin. 2012;22(4):1539-1562. PubMed
Bondell HD, Reich BJ. "Consistent high-dimensional Bayesian variable selection via penalized credible regions." J Am Stat Assoc. 2012;107(500):1610-1624. PubMed
Cai N, Lu W, Zhang HHelen. "Time-varying latent effect model for longitudinal data with informative observation times." Biometrics. 2012;68(4):1093-102. PubMed
Carpenter WR, Meyer AM, Abernethy AP, Stürmer T, Kosorok MR. "A framework for understanding cancer comparative effectiveness research data needs." J Clin Epidemiol. 2012;65(11):1150-8. PubMed
Chen L, Lin DY, Zeng D. "Checking semiparametric transformation models with censored data." Biostatistics. 2012;13(1):18-31. 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. 2012;31(28):3597-616. PubMed
Chen L, Lin DY, Zeng D. "Predictive accuracy of covariates for event times." Biometrika. 2012;99(3):615-630. PubMed
Chen X, Wang Q, Cai J, Shankar V. "Semiparametric additive marginal regression models for multiple type recurrent events." Lifetime Data Anal. 2012;18(4):504-27. 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. 2012;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. 2012;6(2):80-6. PubMed
George SL, Wang X. "Targeted cancer clinical trials. 2012:157-177.
Goldberg Y, Kosorok MR. "An exponential bound for Cox regression." Stat Probab Lett. 2012;82(7):1267-1272. PubMed
Goldberg Y, Kosorok MR. "Q-learning with censored data." Ann Stat. 2012;40(1):529-560. PubMed
Gunes F, Bondell HD. "A confidence region approach to tuning for variable selection." J Comput Graph Stat. 2012;21(2):295-314. PubMed
Guo R, Zhu H, Chow SM, Ibrahim JG. "Bayesian lasso for semiparametric structural equation models." Biometrics. 2012;68(2):567-77. 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. 2012;3(4):333-60. PubMed
Hua Z, Dunson DB, Gilmore JH, Styner MA, Zhu H. "Semiparametric Bayesian local functional models for diffusion tensor tract statistics." Neuroimage. 2012;63(1):460-74. PubMed
Huang H, Liu Y, Marron JS. "Bidirectional discrimination with application to data visualization." Biometrika. 2012;99(4):851-864. 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. 2012;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. 2012;12:183. PubMed
Ibrahim JG, Chu H, Chen MH. "Missing data in clinical studies: Issues and methods." J. Clin. Oncol.. 2012;30(26):3297-303. PubMed
Jung SH, Chow SC. "On sample size calculation for comparing survival curves under general hypothesis testing." J Biopharm Stat. 2012;22(3):485-95. PubMed
Jung SH, Chang MN, Kang SJ. "Phase II cancer clinical trials with heterogeneous patient populations." J Biopharm Stat. 2012;22(2):312-28. PubMed
Jung SH, Young S. "Power and sample size calculation for microarray studies." J Biopharm Stat. 2012;22(1):30-42. PubMed
Kang C, Zhu H, Wright FA, Zou F, Kosorok MR. "The interactive decision committee for chemical toxicity analysis." J Stat Res. 2012;46(2):157-186. PubMed
Kim S, Zeng D, Chambless L, Li Y. "Joint models of longitudinal data and recurrent events with informative terminal event." Stat Biosci. 2012;4(2):262-281. PubMed
Li J, Zhou AXiaohua, Fine JP. "A regression approach to ROC surface, with applications to Alzheimer's disease." Sci China Math. 2012;55(8):1583-1595. 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. 2012;31(5):1100-12. PubMed
Liu Y, Yuan Z, Cai J, Zhou H. "Marginal hazard regression for correlated failure time data with auxiliary covariates." Lifetime Data Anal. 2012;18(1):116-38. PubMed
Ma GJulie, Chi E, Ibrahim JG, Parker RA. "Assessing Similarity to Existing Drugs to Decide Whether to Continue Drug Development." Stat Biopharm Res. 2012;4(3):293-300. PubMed
Maity A, Sullivan PF, Tzeng JY. "Multivariate phenotype association analysis by marker-set kernel machine regression." Genet. Epidemiol.. 2012;36(7):686-95. PubMed
Meyer AM, Carpenter WR, Abernethy AP, Stürmer T, Kosorok MR. "Data for cancer comparative effectiveness research: past, present, and future potential." Cancer. 2012;118(21):5186-97. PubMed
Owzar K, Li Z, Cox N, Jung SH. "Power and sample size calculations for SNP association studies with censored time-to-event outcomes." Genet. Epidemiol.. 2012;36(6):538-48. PubMed
Pang H, George SL, Hui K, Tong T. "Gene selection using iterative feature elimination random forests for survival outcomes." IEEE/ACM Trans Comput Biol Bioinform. 2012;9(5):1422-31. 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.. 2012;104(3):211-27. 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. 2012;107(497):12-23. PubMed
Skup M, Zhu H, Zhang H. "Multiscale adaptive marginal analysis of longitudinal neuroimaging data with time-varying covariates." Biometrics. 2012;68(4):1083-92. PubMed
Vock DM, Davidian M, Tsiatis AA, Muir AJ. "Mixed model analysis of censored longitudinal data with flexible random-effects density." Biostatistics. 2012;13(1):61-73. 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. 2012;54(2):129-133. PubMed
Wang X, Ma J, George S, Zhou H. "Estimation of AUC or Partial AUC under test-result-dependent sampling." Stat Biopharm Res. 2012;4(4):313-323. 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.. 2012;104(7):507-16. 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. 2012;74(4):697-719. PubMed
Yuan S, Zhang HHelen, Davidian M. "Variable selection for covariate-adjusted semiparametric inference in randomized clinical trials." Stat Med. 2012;31(29):3789-804. 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. 2012;99(1):167-184. PubMed
Zhang B, Tsiatis AA, Laber EB, Davidian M. "A robust method for estimating optimal treatment regimes." Biometrics. 2012;68(4):1010-8. PubMed
Zhang B, Tsiatis AA, Davidian M, Zhang M, Laber E. "Estimating optimal treatment regimes from a classification perspective." Stat. 2012;1(1):103-114. PubMed
Zhang X, Huang S, Sun W, Wang W. "Rapid and robust resampling-based multiple-testing correction with application in a genome-wide expression quantitative trait loci study." Genetics. 2012;190(4):1511-20. PubMed
Zhao Y, Zeng D, Rush J, Kosorok MR. "Estimating individualized treatment rules using outcome weighted learning." J Am Stat Assoc. 2012;107(449):1106-1118. PubMed
Zhu H, Ibrahim JG, Cho H, Tang N. "Bayesian case influence measures for statistical models with missing data." J Comput Graph Stat. 2012;21(1):253-271. PubMed
Zhu H, Ibrahim JG, Chi YY, Tang N. "Bayesian influence measures for joint models for longitudinal and survival data." Biometrics. 2012;68(3):954-64. PubMed
Zhu H, Li R, Kong L. "Multivariate varying coefficient model for functional responses." Ann Stat. 2012;40(5):2634-2666. PubMed
Zhu H, Ibrahim JG, Cho H. "Perturbation and scaled Cook's distance." Ann Stat. 2012;40(2):785-811. PubMed
Zhu R, Kosorok MR. "Recursively imputed survival trees." J Am Stat Assoc. 2012;107(497):331-340. PubMed
Zhu R, Zeng D, Kosorok MR. "Reinforcement learning trees" UNC at Chapel Hill. 2012.
Amorim LDAF, Cai J, Zeng D. "Proportional rate models for recurrent time event data under dependent censoring: A comparative study. 2011;4:123-141.
Boos DD, Stefanski LA. "P-value precision and reproducibility." Am Stat. 2011;65(4):213-221. PubMed
Cai J, Zeng D. "Additive mixed effect model for clustered failure time data." Biometrics. 2011;67(4):1340-51. PubMed
Cao H, Kosorok MR. "Simultaneous critical values for t-tests in very high dimensions." Bernoulli (Andover). 2011;17(1):347-394. PubMed
Chen MH, Ibrahim JG, Lam P, Yu A, Zhang Y. "Bayesian design of noninferiority trials for medical devices using historical data." Biometrics. 2011;67(3):1163-70. 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. 2011;58(4):993-1005. PubMed
Chen LM, Ibrahim JG, Chu H. "Sample size and power determination in joint modeling of longitudinal and survival data." Stat Med. 2011;30(18):2295-309. 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. 2011;64(Pt 1):69-106. PubMed
Crews HB, Boos DD, Stefanski LA. "FSR methods for second-order regression models." Comput Stat Data Anal. 2011;55(6):2026-2037. PubMed
Goldberg Y, Kosorok MR. "Comment on "Adaptive confidence intervals for the test error in classification"" J Am Stat Assoc. 2011;106(495):920-924. PubMed
He Q, Lin DY. "A variable selection method for genome-wide association studies." Bioinformatics. 2011;27(1):1-8. PubMed
Ibrahim JG, Zhu H, Garcia RI, Guo R. "Fixed and random effects selection in mixed effects models." Biometrics. 2011;67(2):495-503. PubMed
Lee MH, Tzeng JY, Huang SY, Hsiao CKate. "Combining an evolution-guided clustering algorithm and haplotype-based LRT in family association studies." BMC Genet.. 2011;12:48. PubMed
Li J, Fine JP. "Assessing the dependence of sensitivity and specificity on prevalence in meta-analysis." Biostatistics. 2011;12(4):710-22. 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. 2011;73(4):559-578. PubMed
Lin DY, Tang ZZ. "A general framework for detecting disease associations with rare variants in sequencing studies." Am. J. Hum. Genet.. 2011;89(3):354-67. PubMed
Liu Y, Zhang HHelen, Wu Y. "Hard or soft classification? Large-margin unified machines." J Am Stat Assoc. 2011;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. 2011;17(4):566-93. PubMed
Ma S, Kosorok MR, Huang J, Dai Y. "Incorporating higher-order representative features improves prediction in network-based cancer prognosis analysis." BMC Med Genomics. 2011;4:5. PubMed
May RC, Ibrahim JG, Chu H. "Maximum likelihood estimation in generalized linear models with multiple covariates subject to detection limits." Stat Med. 2011;30(20):2551-61. PubMed
Michiels S, Potthoff RF, George SL. "Multiple testing of treatment-effect-modifying biomarkers in a randomized clinical trial with a survival endpoint." Stat Med. 2011;30(13):1502-18. PubMed
Mitha F, Herodotou H, Borisov N, Jiang C, Yoder J, Owzar K. "SNPpy--database management for SNP data from genome wide association studies." PLoS ONE. 2011;6(10):e24982. PubMed
Nadkarni NV, Zhao Y, Kosorok MR. "Inverse regression estimation for censored data." J Am Stat Assoc. 2011;106(493):178-190. PubMed
Owzar K, Barry WT, Jung SH. "Statistical considerations for analysis of microarray experiments." Clin Transl Sci. 2011;4(6):466-77. PubMed
Pang H, Hauser M, Minvielle S. "Pathway-based identification of SNPs predictive of survival." Eur. J. Hum. Genet.. 2011;19(6):704-9. PubMed
Pongpanich M, Neely ML, Tzeng JY. "On the aggregation of multimarker information for marker-set and sequencing data analysis: Genotype collapsing vs. similarity collapsing." Front Genet. 2011;2:110. PubMed
Reich BJ, Bondell HD. "A spatial dirichlet process mixture model for clustering population genetics data." Biometrics. 2011;67(2):381-90. PubMed
Reich BJ, Bondell HD, Li L. "Sufficient dimension reduction via bayesian mixture modeling." Biometrics. 2011;67(3):886-95. PubMed
Genome-wide association study identifies five new schizophrenia loci." Nat. Genet.. 2011;43(10):969-76. 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. 2011;56(3):890-906. PubMed
Sohn I, Owzar K, Lim J, George SL, Cushman SMackey, Jung SH. "Multiple testing for gene sets from microarray experiments." BMC Bioinformatics. 2011;12:209. PubMed
Storlie CB, Bondell HD, Reich BJ, Zhang HHelen. "Surface estimation, variable selection, and the nonparametric oracle property." Stat Sin. 2011;21(2):679-705. PubMed
Tamura RN, Huang X, Boos DD. "Estimation of treatment effect for the sequential parallel design." Stat Med. 2011;30(30):3496-506. PubMed
Thomas L, Stefanski LA, Davidian M. "A moment-adjusted imputation method for measurement error models." Biometrics. 2011;67(4):1461-70. 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. 2011;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. 2011;67(2):536-45. PubMed
Tzeng JY, Zhang D, Pongpanich M, Smith C, McCarthy MI, Sale MM, Worrall BB, Hsu FC, Thomas DC, Sullivan PF. "Studying gene and gene-environment effects of uncommon and common variants on continuous traits: a marker-set approach using gene-trait similarity regression." Am. J. Hum. Genet.. 2011;89(2):277-88. PubMed
Walter V, Nobel AB, Wright FA. "DiNAMIC: A method to identify recurrent DNA copy number aberrations in tumors." Bioinformatics. 2011;27(5):678-85. PubMed
Zeng D, Schaubel DE, Cai J. "Semiparametric transformation rate model for recurrent event data." Stat Biosci. 2011;3(2):187-207. PubMed
Zhang M, Tsiatis AA, Davidian M, Pieper KS, Mahaffey KW. "Inference on treatment effects from a randomized clinical trial in the presence of premature treatment discontinuation: the SYNERGY trial." Biostatistics. 2011;12(2):258-69. PubMed
Zhang HHelen, Cheng G, Liu Y. "Linear or nonlinear? Automatic structure discovery for partially linear models." J Am Stat Assoc. 2011;106(495):1099-1112. PubMed
Zhao Y, Zeng D, Socinski MA, Kosorok MR. "Reinforcement learning strategies for clinical trials in nonsmall cell lung cancer." Biometrics. 2011;67(4):1422-33. PubMed
Zhou H, Wu Y, Liu Y, Cai J. "Semiparametric inference for a 2-stage outcome-auxiliary-dependent sampling design with continuous outcome." Biostatistics. 2011;12(3):521-34. PubMed
Zhu H, Ibrahim JG, Tang N. "Bayesian influence analysis: A geometric approach." Biometrika. 2011;98(2):307-323. PubMed
Zhu H, Kong L, Li R, Styner M, Gerig G, Lin W, Gilmore JH. "FADTTS: Functional analysis of diffusion tensor tract statistics." Neuroimage. 2011;56(3):1412-25. PubMed
Bondell HD, Reich BJ, Wang H. "Noncrossing quantile regression curve estimation." Biometrika. 2010;97(4):825-838. 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. 2010;13(Pt 2):274-81. PubMed
Chu H, Guo H, Zhou Y. "Bivariate random effects meta-analysis of diagnostic studies using generalized linear mixed models." Med Decis Making. 2010;30(4):499-508. 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. 2010;13(Pt 2):298-305. PubMed
George SL. "Design of phase III clinical trials. 2010.
Han X, Li Y, Huang J, Zhang Y, Holford T, Lan Q, Rothman N, Zheng T, Kosorok MR, Ma S. "Identification of predictive pathways for non-hodgkin lymphoma prognosis." Cancer Inform. 2010;9:281-92. PubMed
Hu YJ, Lin DY, Zeng D. "A general framework for studying genetic effects and gene-environment interactions with missing data." Biostatistics. 2010;11(4):583-98. PubMed
Hu YJ, Lin DY. "Analysis of untyped SNPs: Maximum likelihood and imputation methods." Genet. Epidemiol.. 2010;34(8):803-15. PubMed
Ibrahim JG, Chu H, Chen LM. "Basic concepts and methods for joint models of longitudinal and survival data." J. Clin. Oncol.. 2010;28(16):2796-801. PubMed
Koehler ML, Bondell HD, Tzeng JY. "Evaluating haplotype effects in case-control studies via penalized-likelihood approaches: Prospective or retrospective analysis?" Genet. Epidemiol.. 2010;34(8):892-911. PubMed
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. 2010;59(4):673-692. PubMed
Li J, Fine JP. "Weighted area under the receiver operating characteristic curve and its application to gene selection. 2010.
Lin DY, Zeng D. "Meta-analysis of genome-wide association studies: No efficiency gain in using individual participant data." Genet. Epidemiol.. 2010;34(1):60-6. PubMed
Lin DY, Zeng D. "On the relative efficiency of using summary statistics versus individual-level data in meta-analysis." Biometrika. 2010;97(2):321-332. PubMed
Liu Y, Wu Y, He Q. "Utility-based weighted multicategory robust support vector machines." Stat Interface. 2010;3(4):465-476. PubMed
Pang H, Ebisu K, Watanabe E, Sue LY, Tong T. "Analysing breast cancer microarrays from African Americans using shrinkage-based discriminant analysis." Hum. Genomics. 2010;5(1):5-16. PubMed
Sargent DJ, George SL. "Clinical trials data collection: When less is more." J. Clin. Oncol.. 2010;28(34):5019-21. PubMed
Shterev ID, Jung SH, George SL, Owzar K. "permGPU: Using graphics processing units in RNA microarray association studies." BMC Bioinformatics. 2010;11:329. PubMed
Sohn I, Owzar K, George SL, Kim S, Jung SH. "Robust test method for time-course microarray experiments." BMC Bioinformatics. 2010;11:391. PubMed
Todem D, Fine JP, Peng L. "A global sensitivity test for evaluating statistical hypotheses with nonidentifiable models." Biometrics. 2010;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. 2010;64(2):133-156. PubMed
Zhang X, Huang S, Zou F, Wang W. "TEAM: Efficient two-locus epistasis tests in human genome-wide association study." Bioinformatics. 2010;26(12):i217-27. 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. 2010;13(Pt 1):690-7. PubMed