In Press

[376] Q. Lu, R. L. Powles, S. Abdallah, D. Ou, Q. Wang, Y. Hu, Y. Lu, W. Liu, B. Li, S. Mukherjee, P. K. Crane, H. Zhao (2017) Systematic tissue-specific functional annotation of the human genome highlights immune-related DNA elements for late-onset Alzheimers disease. PLOS Genetics.

[375] S. A. Streicher, A. P. Klein, S. H. Olson, L. T. Amundadottir, A. T. DeWan, H. Zhao, H. A. Risch (2017) Impact of sixteen established pancreatic cancer susceptibility loci in American Jews. Cancer Epidemiology, Biomarkers & Prevention.

[374] L. Zhu, J. Zhao, H. Zhao (2017) Pivotal variable detection of the covariance matrix and its application to high dimensional factor models. Statistics and Computing.

[373] Y. Liu, H. Zhao (2017) Variable importance-weighted random forests. Quantitative Biology.

[372] J. Sun, J. D. Herazo-Mayab, N. Kaminski, H. Zhao, J. L. Warrena (2017) A Dirichlet process mixture model for clustering longitudinal gene expression data. Statistics in Medicine.

[371] Y. Wang, H. Zhao, M. Deng, H. Fang, D. Yang (2017) Network clustering analysis using mixture exponential-family random graph models and its application in genetic interaction data. IEEE/ACM Transactions on Computational Biology and Bioinformatics.

[370] H. Fang, C. Huang, H. Zhao, M. Deng (2017) gCoda: Conditional dependence network inference for compositional data. Journal of Computational Biology.

[369] Y. Zhang, M. H. Linder, A. Shojaie, Z. Ouyang, R. Shen, K. A. Baggerly, V. Baladandayuthapani, H. Zhao (2017) Dissecting pathway disturbances using network topology and multi-platform genomics data. Statistics in Biosciences.

[368] N. Rauniyar, G. Peng, T. T. Lam, H. Zhao, G. Mor, K. R. Williams (2017) Data-Independent Acquisition (DIA) and Parallel Reaction Monitoring (PRM) mass spectrometry identification of serum biomarkers for ovarian cancer. Biomarker Insights.

[367] K. R. Williams, C. M. Colangelo, L. Hou, L. Chung, J. M. Belcher, T. Abbott, I. E. Hall, H. Zhao, L. G. Cantley, C. R. Parikh (2017) Use of a Targeted Urine Proteome Assay (TUPA) to identify protein biomarkers of delayed recovery after kidney transplant. Proteomics Clinical Applications.

[366] K. Koenen, L. Duncan, A. Ratanatharathorn, A. Aiello, L. Almli, A. Amstadter, A. Koch, D. Baker, J. Beckham, L. Bierut, J. Bisson, B. Bradley-Davino, C.-Y. Chen, S. Dalvie, L. Farrer, S. Galea, M. Garrett, J. Gelernter, G. Guffanti, M. Hauser, E. Johnson, R. Kessler, N. Kimbrel, A. King, N. Koen, H. Kranzler, M. Logue, A. Maihofer, A. Martin, M. Miller, R. Morey, N. Nugent, J. Rice, S. Ripke, A. Roberts, N. Saccone, J. Smoller, D. Stein, M. Stein, J. Sumner, M. Uddin, R. Ursano, D. Wildman, R. Yehuda, H. Zhao, M. Daly, I. Liberzon, K. Ressler, C. Nievergelt (2017) Largest GWAS of PTSD (N=20,070) yields genetic overlap with schizophrenia and sex differences in heritability. Molecular Psychiatry.

[365] R. Polimanti, J. Kaufman, H. Zhao, H. Kranzler, R. Ursano, R. Kessler, J. Gelernter, M. Stein (2017) A genome-wide gene-by-trauma interaction study of alcohol misuse in two independent cohorts identifies PRKG1 as a risk locus. Molecular Psychiatry.

analysis. Annals of Applied Statistics.

[364] T. Wang, H. Zhao (2017) Structured subcomposition selection in regression and its application to microbiome data

[363] T. Wang, H. Zhao (2017) A Dirichlet-tree multinomial regression model for associating dietary nutrients with gut microorganisms. Biometrics.

[362] Z. Lin, T. Wang, C. Yang, H. Zhao (2017) On joint estimation of Gaussian graphical models for spatial and temporal data. Biometrics.

[361] T. Wang, H. Zhao (2017) Constructing predictive microbial signatures at multiple taxonomic levels. Journal of the American Statistical Association.

[360] T. Wang, H. Zhao, M. Chen, L. Zhu (2017) Estimating a sparse reduction for general regression in high dimensions. Statistics and Computing.

[359] Q. Lu, C. Jin, J. Sun, R. Bowler, K. Kechris, N. Kaminski, H. Zhao (2017) Post-GWAS prioritization through data integration provides novel insights on chronic obstructive pulmonary disease. Statistics in Biosciences.

[358] G. Charkoftaki, Y. Chen, M. Han, M. Sandoval, X. Yu, H. Zhao, D. J. Orlicky, D. C. Thompson, V. Vasiliou (2017) Transcriptomic analysis and plasma metabolomics in Aldh16a1-null mice reveals a potential role of ALDH16A1 in renal function. Chem Biol Interact.