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An adaptive group LASSO approach for domain selection in functional generalized linear models 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022, 卷号: 219, 页码: 13-32
Authors:  Sun, Yifan;  Wang, Qihua
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Functional data  Adaptive LASSO  Group LASSO  Null region detection  B-spline  
Two-sample functional linear models with functional responses 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022, 卷号: 218, 页码: 85-105
Authors:  Xu, Wenchao;  Lin, Hongmei;  Zhang, Riquan;  Liang, Hua
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Asymptotic normality  Functional linear regression  Functional response  Functional principal component analysis  Rate of convergence  Semiparametric comparison  
Gene-level association analysis of ordinal traits with functional ordinal logistic regressions 期刊论文
GENETIC EPIDEMIOLOGY, 2022, 页码: 22
Authors:  Chiu, Chi-Yang;  Wang, Shuqi;  Zhang, Bingsong;  Luo, Yutong;  Simpson, Claire;  Zhang, Wei;  Wilson, Alexander F.;  Bailey-Wilson, Joan E.;  Agron, Elvira;  Chew, Emily Y.;  Zhang, Jun;  Xiong, Momiao;  Fan, Ruzong
Favorite  |  View/Download:21/0  |  Submit date:2022/06/21
association mapping  complex disease  functional data analysis  ordinal traits  rare variants  sequence data  
Annotating regulatory elements by heterogeneous network embedding 期刊论文
BIOINFORMATICS, 2022, 页码: 13
Authors:  Lu, Yurun;  Feng, Zhanying;  Zhang, Songmao;  Wang, Yong
Favorite  |  View/Download:38/0  |  Submit date:2022/06/21
Disease category-specific annotation of variants using an ensemble learning framework 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 1, 页码: 15
Authors:  Cao, Zhen;  Huang, Yanting;  Duan, Ran;  Jin, Peng;  Qin, Zhaohui S.;  Zhang, Shihua
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complex disease  disease category  functional annotation  non-coding variant  ensemble learning  
Optimal Network Slicing for Service-Oriented Networks With Flexible Routing and Guaranteed E2E Latency 期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2021, 卷号: 18, 期号: 4, 页码: 4337-4352
Authors:  Chen, Wei-Kun;  Liu, Ya-Feng;  De Domenico, Antonio;  Luo, Zhi-Quan;  Dai, Yu-Hong
Favorite  |  View/Download:35/0  |  Submit date:2022/04/02
Routing  Cloud computing  Network slicing  Delays  5G mobile communication  Service function chaining  Data centers  Energy efficiency  E2E delay  network function virtualization  network slicing  resource allocation  service function chain  
OpenAnnotate: a web server to annotate the chromatin accessibility of genomic regions 期刊论文
NUCLEIC ACIDS RESEARCH, 2021, 卷号: 49, 期号: W1, 页码: W483-W490
Authors:  Chen, Shengquan;  Liu, Qiao;  Cui, Xuejian;  Feng, Zhanying;  Li, Chunquan;  Wang, Xiaowo;  Zhang, Xuegong;  Wang, Yong;  Jiang, Rui
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Analysis of multivariate longitudinal data using dynamic lasso-regularized copula models with application to large pediatric cardiovascular studies 期刊论文
JOURNAL OF APPLIED STATISTICS, 2021, 页码: 28
Authors:  Zhang, Wei;  Wu, Colin O.;  Ma, Xiaoyang;  Tian, Xin;  Li, Qizhai
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Dynamic copula model  functional parameter  lasso-regularized spline estimator  multivariate longitudinal data  statistical machine learning  time-varying covariate  
Spatial propagation in nonlocal dispersal Fisher-KPP equations 期刊论文
JOURNAL OF FUNCTIONAL ANALYSIS, 2021, 卷号: 280, 期号: 10, 页码: 35
Authors:  Xu, Wen-Bing;  Li, Wan-Tong;  Ruan, Shigui
Favorite  |  View/Download:64/0  |  Submit date:2021/04/26
Nonlocal dispersal Fisher-KPP equation  Spatial propagation  Spreading speed  Asymmetric kernel  
Joint reconstruction of cis-regulatory interaction networks across multiple tissues using single-cell chromatin accessibility data 期刊论文
BRIEFINGS IN BIOINFORMATICS, 2021, 卷号: 22, 期号: 3, 页码: 15
Authors:  Dong, Kangning;  Zhang, Shihua
Favorite  |  View/Download:40/0  |  Submit date:2022/04/02
cis-regulatory interaction networks  single-cell ATAC-seq  Gaussian graphical LASSO