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Time course regulatory analysis based on paired expression and chromatin accessibility data 期刊论文
GENOME RESEARCH, 2020, 卷号: 30, 期号: 4, 页码: 622-634
作者:  Duren, Zhana;  Chen, Xi;  Xin, Jingxue;  Wang, Yong;  Wong, Wing Hung
收藏  |  浏览/下载：182/0  |  提交时间：2020/06/30
Learning common and specific patterns from data of multiple interrelated biological scenarios with matrix factorization 期刊论文
NUCLEIC ACIDS RESEARCH, 2019, 卷号: 47, 期号: 13, 页码: 6606-6617
作者:  Zhang, Lihua;  Zhang, Shihua
收藏  |  浏览/下载：197/0  |  提交时间：2020/01/10
TFAP2C-and p63-Dependent Networks Sequentially Rearrange Chromatin Landscapes to Drive Human Epidermal Lineage Commitment 期刊论文
CELL STEM CELL, 2019, 卷号: 24, 期号: 2, 页码: 271-+
作者:  Li, Lingjie;  Wang, Yong;  Torkelson, Jessica L.;  Shankar, Gautam;  Pattison, Jillian M.;  Zhen, Hanson H.;  Fang, Fengqin;  Duren, Zhana;  Xin, Jingxue;  Gaddam, Sadhana;  Melo, Sandra P.;  Piekos, Samantha N.;  Li, Jiang;  Liaw, Eric J.;  Chen, Lang;  Li, Rui;  Wernig, Marius;  Wong, Wing H.;  Chang, Howard Y.;  Oro, Anthony E.
收藏  |  浏览/下载：302/0  |  提交时间：2019/03/11
MSIQ: JOINT MODELING OF MULTIPLE RNA-SEQ SAMPLES FOR ACCURATE ISOFORM QUANTIFICATION 期刊论文
ANNALS OF APPLIED STATISTICS, 2018, 卷号: 12, 期号: 1, 页码: 510-539
作者:  Li, Wei Vivian;  Zhao, Anqi;  Zhang, Shihua;  Li, Jingyi Jessica
收藏  |  浏览/下载：209/0  |  提交时间：2018/07/30
Isoform abundance estimation  joint inference from multiple samples  RNA sequencing  Bayesian hierarchical models  Gibbs sampling  data heterogeneity  
Models of global gene expression define major domains of cell type and tissue identity 期刊论文
NUCLEIC ACIDS RESEARCH, 2017, 卷号: 45, 期号: 5, 页码: 2354-2367
作者:  Hutchins, Andrew P.;  Yang, Zhongzhou;  Li, Yuhao;  He, Fangfang;  Fu, Xiuling;  Wang, Xiaoshan;  Li, Dongwei;  Liu, Kairong;  He, Jiangping;  Wang, Yong;  Chen, Jiekai;  Esteban, Miguel A.;  Pei, Duanqing
收藏  |  浏览/下载：169/0  |  提交时间：2018/07/30
A systematic method to identify modulation of transcriptional regulation via chromatin activity reveals regulatory network during mESC differentiation 期刊论文
SCIENTIFIC REPORTS, 2016, 卷号: 6, 页码: 12
作者:  Duren, Zhana;  Wang, Yong
收藏  |  浏览/下载：148/0  |  提交时间：2018/07/30
Singularly perturbed Markov chains: Limit results and applications 期刊论文
ANNALS OF APPLIED PROBABILITY, 2007, 卷号: 17, 期号: 1, 页码: 207-229
作者:  Yin, George;  Zhang, Hanqin
收藏  |  浏览/下载：151/0  |  提交时间：2018/07/30
singular perturbation  Markov chain  asymptotic expansion  occupation measure  diffusion process