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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
作者:  Zhang, Wei;  Wu, Colin O.;  Ma, Xiaoyang;  Tian, Xin;  Li, Qizhai
收藏  |  浏览/下载：122/0  |  提交时间：2021/10/26
Dynamic copula model  functional parameter  lasso-regularized spline estimator  multivariate longitudinal data  statistical machine learning  time-varying covariate  
Quantile regression in big data: A divide and conquer based strategy 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 144, 页码: 17
作者:  Chen, Lanjue;  Zhou, Yong
收藏  |  浏览/下载：164/0  |  提交时间：2020/05/24
Data stream  Divide and conquer  Estimating equation  Massive data sets  Quantile regression  
A cluster-adjusted rank-based test for a clinical trial concerning multiple endpoints with application to dietary intervention assessment 期刊论文
BIOMETRICS, 2019, 卷号: 75, 期号: 3, 页码: 821-830
作者:  Zhang, Wei;  Liu, Aiyi;  Tang, Larry L.;  Li, Qizhai
收藏  |  浏览/下载：190/0  |  提交时间：2020/01/10
generalized Behrens-Fisher hypothesis  multivariate distributions  nonparametrics  rank statistics  type I errors  power of test  
Testing Association between Mixed Type Outcomes and Covariates Jointly by the Use of a Latent Variable 期刊论文
SCIENTIFIC REPORTS, 2017, 卷号: 7, 期号: 8006, 页码: 10
作者:  Zhu, Jiayan;  Zhang, Wei;  Li, Qizhai;  Li, Zhengbang;  Zhu, Jiayan;  Zhang, Wei;  Li, Qizhai;  Li, Zhengbang
浏览  |  Adobe PDF(2766Kb)  |  收藏  |  浏览/下载：479/131  |  提交时间：2018/07/30
An integrative and comparative study of pan-cancer transcriptomes reveals distinct cancer common and specific signatures 期刊论文
SCIENTIFIC REPORTS, 2016, 卷号: 6, 页码: 13
作者:  Cao, Zhen;  Zhang, Shihua
收藏  |  浏览/下载：132/0  |  提交时间：2018/07/30
Regression Analysis of Additive Hazards Model With Latent Variables 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2015, 卷号: 110, 期号: 511, 页码: 1148-1159
作者:  Pan, Deng;  He, Haijin;  Song, Xinyuan;  Sun, Liuquan
收藏  |  浏览/下载：122/0  |  提交时间：2018/07/30
Additive risk  Borrow-strength estimation  Factor analysis  Latent trait  Multiple correlated outcomes  
summationofabsolutevaluetestformultipleoutcomecomparisonwithmoderateeffect 期刊论文
journalofsystemsscienceandcomplexity, 2013, 卷号: 26, 期号: 3, 页码: 462
作者:  Li Zhengbang;  Cao Fan;  Zhang Junjian;  Li Qizhai
收藏  |  浏览/下载：122/0  |  提交时间：2020/01/10
Genome-wide association study of circulating vitamin D levels 期刊论文
HUMAN MOLECULAR GENETICS, 2010, 卷号: 19, 期号: 13, 页码: 2739-2745
作者:  Ahn, Jiyoung;  Yu, Kai;  Stolzenberg-Solomon, Rachael;  Simon, K. Claire;  McCullough, Marjorie L.;  Gallicchio, Lisa;  Jacobs, Eric J.;  Ascherio, Alberto;  Helzlsouer, Kathy;  Jacobs, Kevin B.;  Li, Qizhai;  Weinstein, Stephanie J.;  Purdue, Mark;  Virtamo, Jarmo;  Horst, Ronald;  Wheeler, William;  Chanock, Stephen;  Hunter, David J.;  Hayes, Richard B.;  Kraft, Peter;  Albanes, Demetrius
收藏  |  浏览/下载：136/0  |  提交时间：2018/07/30
A Rank-Based Test for Comparison of Multidimensional Outcomes 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2010, 卷号: 105, 期号: 490, 页码: 578-587
作者:  Liu, Aiyi;  Li, Qizhai;  Liu, Chunling;  Yu, Kai;  Yu, Kai F.
收藏  |  浏览/下载：103/0  |  提交时间：2018/07/30
Autism spectrum disorder  Behrens-Fisher problem  Cardioprotective solution  Case-control studies  Growth hormones  Multiple outcomes  Nonparametrics  Rank-sum statistics  
A Partially Linear Tree-based Regression Model for Multivariate Outcomes 期刊论文
BIOMETRICS, 2010, 卷号: 66, 期号: 1, 页码: 89-96
作者:  Yu, Kai;  Wheeler, William;  Li, Qizhai;  Bergen, Andrew W.;  Caporaso, Neil;  Chatterjee, Nilanjan;  Chen, Jinbo
收藏  |  浏览/下载：86/0  |  提交时间：2018/07/30
Generalized estimating equation  Genetic association study  Model selection  Multiple-comparison adjustment  Tree-based model