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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
作者:  Sun, Yifan;  Wang, Qihua
收藏  |  浏览/下载：110/0  |  提交时间：2022/06/21
Functional data  Adaptive LASSO  Group LASSO  Null region detection  B-spline  
A FUNCTIONAL INFORMATION CRITERION FOR REGION SELECTION IN FUNCTIONAL LINEAR MODELS 期刊论文
STATISTICA SINICA, 2022, 卷号: 32, 期号: 2, 页码: 653-671
作者:  Huang, Yunxiang;  Wang, Qihua
收藏  |  浏览/下载：65/0  |  提交时间：2023/02/07
functional data  information criterion  model selection  spline  support estimate  variable selection  
Annotating regulatory elements by heterogeneous network embedding 期刊论文
BIOINFORMATICS, 2022, 页码: 13
作者:  Lu, Yurun;  Feng, Zhanying;  Zhang, Songmao;  Wang, Yong
收藏  |  浏览/下载：139/0  |  提交时间：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
作者:  Cao, Zhen;  Huang, Yanting;  Duan, Ran;  Jin, Peng;  Qin, Zhaohui S.;  Zhang, Shihua
收藏  |  浏览/下载：124/0  |  提交时间：2022/06/21
complex disease  disease category  functional annotation  non-coding variant  ensemble learning  
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
作者:  Chen, Shengquan;  Liu, Qiao;  Cui, Xuejian;  Feng, Zhanying;  Li, Chunquan;  Wang, Xiaowo;  Zhang, Xuegong;  Wang, Yong;  Jiang, Rui
收藏  |  浏览/下载：142/0  |  提交时间：2021/10/26
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
作者:  Dong, Kangning;  Zhang, Shihua
收藏  |  浏览/下载：115/0  |  提交时间：2022/04/02
cis-regulatory interaction networks  single-cell ATAC-seq  Gaussian graphical LASSO  
STOCHASTIC HEAT EQUATIONS FOR INFINITE STRINGS WITH VALUES IN A MANIFOLD 期刊论文
TRANSACTIONS OF THE AMERICAN MATHEMATICAL SOCIETY, 2021, 卷号: 374, 期号: 1, 页码: 407-452
作者:  Chen, Xin;  Wu, Bo;  Zhu, Rongchan;  Zhu, Xiangchan
收藏  |  浏览/下载：151/0  |  提交时间：2021/04/26
Stochastic heat equation  Ricci Curvature  functional inequality  quasi-regular Dirichlet form  infinite volume  
Modes of genetic adaptations underlying functional innovations in the rumen 期刊论文
SCIENCE CHINA-LIFE SCIENCES, 2020, 页码: 21
作者:  Pan, Xiangyu;  Cai, Yudong;  Li, Zongjun;  Chen, Xianqing;  Heller, Rasmus;  Wang, Nini;  Wang, Yu;  Zhao, Chen;  Wang, Yong;  Xu, Han;  Li, Songhai;  Li, Ming;  Li, Cunyuan;  Hu, Shengwei;  Li, Hui;  Wang, Kun;  Chen, Lei;  Wei, Bin;  Zheng, Zhuqing;  Fu, Weiwei;  Yang, Yue;  Zhang, Tingting;  Hou, Zhuoting;  Yan, Yueyang;  Lv, Xiaoyang;  Sun, Wei;  Li, Xinyu;  Huang, Shisheng;  Liu, Lixiang;  Mao, Shengyong;  Liu, Wenqing;  Hua, Jinlian;  Li, Zhipeng;  Zhang, Guojie;  Chen, Yulin;  Wang, Xihong;  Qiu, Qiang;  Dalrymple, Brian P.;  Wang, Wen;  Jiang, Yu
收藏  |  浏览/下载：201/0  |  提交时间：2021/01/14
rumen innovations  comparative transcriptomics  comparative genomics  evo-devo  evolution of organs  
Chromatin accessibility landscape and regulatory network of high-altitude hypoxia adaptation 期刊论文
NATURE COMMUNICATIONS, 2020, 卷号: 11, 期号: 1, 页码: 20
作者:  Xin, Jingxue;  Zhang, Hui;  He, Yaoxi;  Duren, Zhana;  Bai, Caijuan;  Chen, Lang;  Luo, Xin;  Yan, Dong-Sheng;  Zhang, Chaoyu;  Zhu, Xiang;  Yuan, Qiuyue;  Feng, Zhanying;  Cui, Chaoying;  Qi, Xuebin;  Ouzhuluobu;  Wong, Wing Hung;  Wang, Yong;  Su, Bing
收藏  |  浏览/下载：177/0  |  提交时间：2021/01/14
Feature screening under missing indicator imputation with non-ignorable missing response 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 149, 页码: 12
作者:  Zhang, Jing;  Wang, Qihua;  Kang, Jian
收藏  |  浏览/下载：195/0  |  提交时间：2020/06/30
Model-free  Non-ignorable nonresponse  Sure screening property  Ultrahigh dimensionality  Variable screening