Publications (28)
High-dimensional genome-wide association study and misspecified mixed model analysis
Jiming Jiang, Cong Li, Debashis Paul +2
A Penalized Multi-trait Mixed Model for Association Mapping in Pedigree-based GWAS
Jin Liu, Can Yang, Xingjie Shi +4
Phylogeny-based tumor subclone identification using a Bayesian feature allocation model
Li Zeng, Joshua L. Warren, Hongyu Zhao
Characterizing Spatiotemporal Transcriptome of Human Brain via Low Rank Tensor Decomposition
Tianqi Liu, Ming Yuan, Hongyu Zhao
A Markov random field-based approach to characterizing human brain development using spatial-temporal transcriptome data
Zhixiang Lin, Stephan J. Sanders, Mingfeng Li +3
Estimation for ultra-high dimensional factor model: a pivotal variable detection based approach
Junlong Zhao, Hongyu Zhao, Lixing Zhu
Asymptotic efficiency and finite-sample properties of the generalized profiling estimation of parameters in ordinary differential equations
Xin Qi, Hongyu Zhao
Joint Models for Time-to-Event Data and Longitudinal Biomarkers of High Dimension
Molei Liu, Jiehuan Sun, Jose D. Herazo-Maya +2
On Joint Estimation of Gaussian Graphical Models for Spatial and Temporal Data
Zhixiang Lin, Tao Wang, Can Yang +1
Utilizing Protein Structure to Identify Non-Random Somatic Mutations
Gregory Ryslik, Yuwei Cheng, Kei-Hoi Cheung +2
A pathway-based kernel boosting method for sample classification using genomic data
Li Zeng, Zhaolong Yu, Hongyu Zhao
A Dirichlet Process Mixture Model for Clustering Longitudinal Gene Expression Data
Jiehuan Sun, Jose D. Herazo-Maya, Naftali Kaminski +2
Change Point Analysis of Histone Modifications Reveals Epigenetic Blocks Linking to Physical Domains
Mengjie Chen, Haifan Lin, Hongyu Zhao
A Spatial Simulation Approach to Account for Protein Structure When Identifying Non-Random Somatic Mutations
Gregory Ryslik, Yuwei Cheng, Kei-Hoi Cheung +4
Ultrahigh Dimensional Feature Selection via Kernel Canonical Correlation Analysis
Tianqi Liu, Kuang-Yao Lee, Hongyu Zhao
Prediction analysis for microbiome sequencing data
Tao Wang, Can Yang, Hongyu Zhao
A Bayesian Semiparametric Factor Analysis Model for Subtype Identification
Jiehuan Sun, Joshua L. Warren, Hongyu Zhao
NBLDA: Negative Binomial Linear Discriminant Analysis for RNA-Seq Data
Kai Dong, Hongyu Zhao, Xiang Wan +1
GPA: A statistical approach to prioritizing GWAS results by integrating pleiotropy information and annotation data
Dongjun Chung, Can Yang, Cong Li +2
Low-Rank Modeling and Its Applications in Image Analysis
Xiaowei Zhou, Can Yang, Hongyu Zhao +1
Distance-Correlation based Gene Set Analysis in Longitudinal Studies
Jiehuan Sun, Jose D. Herazo-Maya, Xiu Huang +2
Detection boundary and Higher Criticism approach for rare and weak genetic effects
Zheyang Wu, Yiming Sun, Shiquan He +3
A Graph Theoretic Approach to Utilizing Protein Structure to Identify Non-Random Somatic Mutations
Gregory Ryslik, Yuwei Cheng, Kei-Hoi Cheung +2
Bayesian hierarchical modeling for signaling pathway inference from single cell interventional data
Ruiyan Luo, Hongyu Zhao
Posterior Contraction Rates of the Phylogenetic Indian Buffet Processes
Mengjie Chen, Chao Gao, Hongyu Zhao
Asymptotically Normal and Efficient Estimation of Covariate-Adjusted Gaussian Graphical Model
Mengjie Chen, Zhao Ren, Hongyu Zhao +1
On the Convergence of the EM Algorithm: A Data-Adaptive Analysis
Chong Wu, Can Yang, Hongyu Zhao +1
Improving genetic risk prediction by leveraging pleiotropy
Cong Li, Can Yang, Joel Gelernter +1