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 |
Anderson GR, Wardell SE, Cakir M, Crawford L, Leeds JC, Nussbaum DP, Shankar PS, Soderquist RS, Stein EM, Tingley JP, Winter PS, Zieser-Misenheimer EK, Alley HM, Yllanes A, Haney V, Blackwell KL, McCall SJ, McDonnell DP, Wood KC. "PIK3CA mutations enable targeting of a breast tumor dependency through mTOR-mediated MCL-1 translation." Sci Transl Med. 2016;8(369):369ra175. PubMed |
Blackwell K, Donskih R, Jones M, Nixon A, Vidal MJ, Nakov R, Singh P, Schaffar G, Gascón P, Harbeck N. "A comparison of proposed biosimilar LA-EP2006 and reference Pegfilgrastim for the prevention of neutropenia in patients with early-stage breast cancer receiving Myelosuppressive adjuvant or Neoadjuvant chemotherapy: Pegfilgrastim Randomized Oncology (Supp" Oncologist. 2016;21(7):789-94. 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 TH, Sun W, Fine JP. "Designing penalty functions in high dimensional problems: The role of tuning parameters." Electron J Stat. 2016;10(2):2312-2328. 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. |
DE Castro M, Chen MH, Zhang Y. "Bayesian frailty models for multi-state survival data. 2016. |
Fan A, Lu W, Song R. "Sequential advantage selection for optimal treatment regime." Ann Appl Stat. 2016;10(1):32-53. PubMed |
Farber H, Tsvankin V, Narloch JL, Kim GJ, Salama AKS, Vlahovic G, Blackwell KL, Kirkpatrick JP, Fecci PE. "Embracing rejection: Immunologic trends in brain metastasis." Oncoimmunology. 2016;5(7):e1172153. PubMed |
Freedman RA, Gelman RS, Wefel JS, Melisko ME, Hess KR, Connolly RM, Van Poznak CH, Niravath PA, Puhalla SL, Ibrahim N, Blackwell KL, Moy B, Herold C, Liu MC, Lowe A, Agar NYR, Ryabin N, Farooq S, Lawler E, Rimawi MF, Krop IE, Wolff AC, Winer EP, Lin NU. "Translational Breast Cancer Research Consortium (TBCRC) 022: A phase II trial of Neratinib for patients with human epidermal growth factor receptor 2-positive breast cancer and brain metastases." J Clin Oncol. 2016;34(9):945-52. PubMed |
George SL, Wang X, Pang H. "Cancer clinical trials: Current and controversial issues in design and analysis. 2016. |
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 |
Harbeck N, Lipatov O, Frolova M, Udovitsa D, Topuzov E, Ganea-Motan DElena, Nakov R, Singh P, Rudy A, Blackwell K. "Randomized, double-blind study comparing proposed biosimilar LA-EP2006 with reference pegfilgrastim in breast cancer." Future Oncol. 2016;12(11):1359-67. 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(1):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, Paul B, Marchenko O, Song G, Patel N, Moschos SJ. "Nine-year change in statistical design, profile, and success rates of Phase II oncology trials." J Biopharm Stat. 2016;26(1):141-9. PubMed |
Ivanova A, Wang Y, Foster MC. "The rapid enrollment design for Phase I clinical trials." Stat Med. 2016;35(15):2516-24. PubMed |
Ivanova A, Deal AM. "Two-stage design for phase II oncology trials with relaxed futility stopping." Stat Interface. 2016;9(1):93-98. 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 |
Lewis PO, Chen MH, Kuo L, Lewis LA, Fučíková K, Neupane S, Wang YB, Shi D. "Estimating Bayesian phylogenetic information content. " Syst Biol. 2016;65(6):1009-1023. 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. |
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 HH, Wang X, Stinchcombe TE, Wong ML, Cheng P, Ganti AKishor, Sargent DJ, Zhang Y, Hu C, Mandrekar SJ, Redman MW, Manola JB, Schilsky RL, Cohen HJ, Bradley JD, Adjei AA, Gandara D, Ramalingam SS, Vokes EE. "Enrollment trends and disparity among patients with lung cancer in national clinical trials, 1990 to 2012." J Clin Oncol. 2016;34(33):3992-3999. 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 |
Roe MT, Cyr DD, Eckart D, Schulte PJ, Morse MA, Blackwell KL, Ready NE, Zafar Y, Beaven AW, Strickler JH, Onken JE, Winters KJ, Houterloot L, Zamoryakhin D, Wiviott SD, White HD, Prabhakaran D, Fox KAA, Armstrong PW, Ohman M. "Ascertainment, classification, and impact of neoplasm detection during prolonged treatment with dual antiplatelet therapy with prasugrel vs. clopidogrel following acute coronary syndrome." Eur Heart J. 2016;37(4):412-22. 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 |
Shi C, Song R, Lu W. "Robust learning for optimal treatment decision with NP-dimensionality." Electron J Stat. 2016;10:2894-2921. 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 |
Wages NA, Ivanova A, Marchenko O. "Practical designs for Phase I combination studies in oncology." J Biopharm Stat. 2016;26(1):150-66. PubMed |
Wang X, Chen MH, Kuo RC, Dey DK. "Dynamic spatial pattern recognition in count data. 2016:185-202. |
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):706-707. 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, 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 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 |