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Recursive Identification of Hammerstein Systems: Convergence Rate and Asymptotic Normality 期刊论文
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 卷号: 62, 期号: 7, 页码: 3277-3292
作者:  Mu, Biqiang;  Chen, Han-Fu;  Wang, Le Yi;  Yin, George;  Zheng, Wei Xing
收藏  |  浏览/下载：144/0  |  提交时间：2018/07/30
Asymptotic normality  Hammerstein system  kernel function  nonparametric approach  recursive estimation  stochastic approximation  strong consistency  
D-OPTIMALITY OF GROUP TESTING FOR JOINT ESTIMATION OF CORRELATED RARE DISEASES WITH MISCLASSIFICATION 期刊论文
STATISTICA SINICA, 2017, 卷号: 27, 期号: 2, 页码: 823-838
作者:  Li, Qizhai;  Liu, Aiyi;  Xiong, Wenjun
收藏  |  浏览/下载：122/0  |  提交时间：2018/07/30
Binary outcomes  classification error  D-optimal criterion  group testing  maximum likelihood estimate  prevalence  
A Robust and Powerful Set-Valued Approach to Rare Variant Association Analyses of Secondary Traits in Case-Control Sequencing Studies 期刊论文
GENETICS, 2017, 卷号: 205, 期号: 3, 页码: 1049-1062
作者:  Kang, Guolian;  Bi, Wenjian;  Zhang, Hang;  Pounds, Stanley;  Cheng, Cheng;  Shete, Sanjay;  Zou, Fei;  Zhao, Yanlong;  Zhang, Ji-Feng;  Yue, Weihua
收藏  |  浏览/下载：136/0  |  提交时间：2018/07/30
secondary traits  rare variants association analyses  case-control sequencing study  set-valued model  
Identifying joint biomarker panel from multiple level dataset by an optimization model 期刊论文
BIOMARKERS IN MEDICINE, 2016, 卷号: 10, 期号: 6, 页码: 567-575
作者:  Zou, Meng;  Zhang, Peng-Jun;  Chen, Luonan;  Tian, Ya-Ping;  Wang, Yong
收藏  |  浏览/下载：140/0  |  提交时间：2018/07/30
group lasso optimization  joint biomarker panel  multiple level dataset  
Power Calculation of Multi-step Combined Principal Components with Applications to Genetic Association Studies 期刊论文
SCIENTIFIC REPORTS, 2016, 卷号: 6, 页码: 10
作者:  Li, Zhengbang;  Zhang, Wei;  Pan, Dongdong;  Li, Qizhai
收藏  |  浏览/下载：121/0  |  提交时间：2018/07/30
A Novel Powerful Joint Analysis with Data Fusion in Two-stage Case-Control Genome-wide Association Studies 期刊论文
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2016, 卷号: 45, 期号: 7, 页码: 2362-2376
作者:  Pan, Dong-Dong;  Li, Zheng-Bang;  Li, Qi-Zhai;  Fung, Wing Kam
收藏  |  浏览/下载：122/0  |  提交时间：2018/07/30
Data fusion  Genetic model uncertainty  GWAS  MAX3  Power  Two-stage design  
A novel mixed integer programming for multi-biomarker panel identification by distinguishing malignant from benign colorectal tumors 期刊论文
METHODS, 2015, 卷号: 83, 页码: 3-17
作者:  Zou, Meng;  Zhang, Peng-Jun;  Wen, Xin-Yu;  Chen, Luonan;  Tian, Ya-Ping;  Wang, Yong
收藏  |  浏览/下载：139/0  |  提交时间：2018/07/30
Translational bioinformatics  Multi-biomarker  Colorectal cancer  Mixed integer programming  
SVSI: Fast and Powerful Set-Valued System Identification Approach to Identifying Rare Variants in Sequencing Studies for Ordered Categorical Traits 期刊论文
ANNALS OF HUMAN GENETICS, 2015, 卷号: 79, 期号: 4, 页码: 294-309
作者:  Bi, Wenjian;  Kang, Guolian;  Zhao, Yanlong;  Cui, Yuehua;  Yan, Song;  Li, Yun;  Cheng, Cheng;  Pounds, Stanley B.;  Borowitz, Michael J.;  Relling, Mary V.;  Yang, Jun J.;  Liu, Zhifa;  Pui, Ching-Hon;  Hunger, Stephen P.;  Hartford, Christine M.;  Leung, Wing;  Zhang, Ji-Feng
收藏  |  浏览/下载：181/0  |  提交时间：2018/07/30
Ordered logistic model  set-valued system identification  multiple thresholds  genetic association study  rare variants