Publications

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2018
Fu, Sheng, Sanguo Zhang, and Yufeng Liu. "Adaptively weighted large-margin angle-based classifiers." J Multivar Anal 166 (2018): 282-299.
Wang, Ting. AEBSD: Sample size of AEBSD and Comparison with BSD (R)., 2018.
Burbank, Allison J., Krista Todoric, Pamela Steele, Jonathan Rosen, Haibo Zhou, Marcia Frye, Ceila E. Loughlin, Sally Ivins, Katherine Mills, Lauren Dembnicki Massey et al. "Age and African-American race impact the validity and reliability of the asthma control test in persistent asthmatics." Respir Res 19, no. 1 (2018): 152.
Kim, Soyoung, Donglin Zeng, and Jianwen Cai. "Analysis of multiple survival events in generalized case-cohort designs." Biometrics 74, no. 4 (2018): 1250-1260.
Zhu, Anqi, Joseph G. Ibrahim, and Michael I. Love. apeglm: Approximate posterior estimation for GLM coefficients (R)., 2018.
Wu, Jing, Mário DE Castro, Elizabeth D. Schifano, and Ming-Hui Chen. "Assessing covariate effects using Jeffreys-type prior in the Cox model in the presence of a monotone partial likelihood." J Stat Theory Pract 12, no. 1 (2018): 23-41.
Zhao, Junlong, Guan Yu, and Yufeng Liu. "ASSESSING ROBUSTNESS OF CLASSIFICATION USING ANGULAR BREAKDOWN POINT." Ann Stat 46, no. 6B (2018): 3362-3389.
Liu, Yang, Qianchuan He, and Wei Sun. "Association analysis using somatic mutations." PLoS Genet 14, no. 11 (2018): e1007746.
Sun, Wei, Paul Bunn, Chong Jin, Paul Little, Vasyl Zhabotynsky, Charles M. Perou, David Neil Hayes, Mengjie Chen, and Dan-Yu Lin. "The association between copy number aberration, DNA methylation and gene expression in tumor samples." Nucleic Acids Res 46, no. 6 (2018): 3009-3018.
Liu, Ying, Yuanjia Wang, Michael R. Kosorok, Yingqi Zhao, and Donglin Zeng. "Augmented outcome-weighted learning for estimating optimal dynamic treatment regimens." Stat Med 37, no. 26 (2018): 3776-3788.
Wang, Ting, Xiaofei Wang, Haibo Zhou, Jianwen Cai, and Stephen L. George. "Auxiliary variable-enriched biomarker-stratified design." Stat Med 37, no. 30 (2018): 4610-4635.
2016
Zhang, Guosheng, Kuan-Chieh Huang, Zheng Xu, Jung-Ying Tzeng, Karen N. Conneely, Weihua Guan, Jian Kang, and Yun Li. "Across-Platform Imputation of DNA Methylation Levels Incorporating Nonlocal Information Using Penalized Functional Regression." Genet Epidemiol 40, no. 4 (2016): 333-40.
Minsker, Stanislav, Ying-Qi Zhao, and Guang Cheng. "Active Clinical Trials for Personalized Medicine." J Am Stat Assoc 111, no. 514 (2016): 875-887.
Shin, Sunyoung, Jason Fine, and Yufeng Liu. "Adaptive Estimation with Partially Overlapping Models." Stat Sin 26, no. 1 (2016): 235-253.
Cornea, Emil, Hongtu Zhu, Peter Kim, and Joseph G. Ibrahim. ADNI_RMRSS: Regression Models on Riemannian Symmetric Spaces (MATLAB)., 2016.
X Jeng, Jessie, Zhongyin John Daye, Wenbin Lu, and Jung-Ying Tzeng. AFNC: Adaptive false negative control (R)., 2016.
Roe, Matthew T., Derek D. Cyr, Debra Eckart, Phillip J. Schulte, Michael A. Morse, Kimberly L. Blackwell, Neal E. Ready, Yousuf S Zafar, Anne W. Beaven, John H. Strickler et al. "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 37, no. 4 (2016): 412-22.
Murphy, Susan A.. Assessing Time-Varying Causal Interactions and Treatment Effects with Applications to Mobile Health., 2016.
Chen, Mengjie, Zhao Ren, Hongyu Zhao, and Harrison Zhou. "Asymptotically Normal and Efficient Estimation of Covariate-Adjusted Gaussian Graphical Model." J Am Stat Assoc 111, no. 513 (2016): 394-406.
Song, Rui, Moulinath Banerjee, and Michael R. Kosorok. "ASYMPTOTICS FOR CHANGE-POINT MODELS UNDER VARYING DEGREES OF MIS-SPECIFICATION." Ann Stat 44, no. 1 (2016): 153-182.
Cao, Hongyuan, Donglin Zeng, Jason P. Fine, and Shannon T. Holloway. AsynchLong: Regression analysis of sparse asynchronous longitudinal data (R).. 2.0 ed., 2016.
2015
Wang, WeiBo, Wei Wang, Wei Sun, James J. Crowley, and Jin P. Szatkiewicz. "Allele-specific copy-number discovery from whole-genome and whole-exome sequencing." Nucleic Acids Res 43, no. 14 (2015): e90.
Tao, Ran, Donglin Zeng, Nora Franceschini, Kari E. North, Eric Boerwinkle, and Dan-Yu Lin. "Analysis of Sequence Data Under Multivariate Trait-Dependent Sampling." J Am Stat Assoc 110, no. 510 (2015): 560-572.
Cao, Hongyuan, Mathew M. Churpek, Donglin Zeng, and Jason P. Fine. "Analysis of the Proportional Hazards Model with Sparse Longitudinal Covariates." J Am Stat Assoc 110, no. 511 (2015): 1187-1196.
Wang, WeiBo, Wei Wang, Wei Sun, James J. Crowley, and Jin P. Szatkiewicz. ASGENSENG: Detect Allele Specific CNV from Both WGS and WES Data (Python/Shell)., 2015.
Zhao, Guolin, Rachel Marceau, Daowen Zhang, and Jung-Ying Tzeng. "Assessing gene-environment interactions for common and rare variants with binary traits using gene-trait similarity regression." Genetics 199, no. 3 (2015): 695-710.
Zeng, Donglin, Emil Cornea, Jun Dong, Jean Pan, and Joseph G. Ibrahim. "Assessing temporal agreement between central and local progression-free survival times." Stat Med 34, no. 5 (2015): 844-58.
Boos, Dennis D., and Jason A. Osborne. "Assessing Variability of Complex Descriptive Statistics in Monte Carlo Studies using Resampling Methods." Int Stat Rev 83, no. 2 (2015): 228-238.
Wu, Yichao, and Leonard A. Stefanski. "Automatic structure recovery for additive models." Biometrika 102, no. 2 (2015): 381-395.
2013
Goldberg, Yair, Rui Song, and Michael R. Kosorok. "Adaptive Q-learning." In From Probability to Statistics and Back: High-Dimensional Models and Processes -- A Festschrift in Honor of Jon A. Wellner, 150-162. Vol. 9. Beachwood, Ohio: Institute of Mathematical Statistics, 2013.
Wu, Yichao, and Yufeng Liu. "Adaptively Weighted Large Margin Classifiers." J Comput Graph Stat 22, no. 2 (2013).
Vock, David M., Anastasios A. Tsiatis, Marie Davidian, Eric B. Laber, Wayne M. Tsuang, Ashley Finlen C Copeland, and Scott M. Palmer. "Assessing the causal effect of organ transplantation on the distribution of residual lifetime." Biometrics 69, no. 4 (2013): 820-9.
Wang, Yuanjia, Huaihou Chen, Donglin Zeng, Christine Mauro, Naihua Duan, and Katherine M Shear. "Auxiliary marker-assisted classification in the absence of class identifiers." J Am Stat Assoc 108, no. 502 (2013): 553-565.