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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：142/0  |  提交时间：2022/06/21
Functional data  Adaptive LASSO  Group LASSO  Null region detection  B-spline  
Gene-level association analysis of ordinal traits with functional ordinal logistic regressions 期刊论文
GENETIC EPIDEMIOLOGY, 2022, 页码: 22
作者:  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
收藏  |  浏览/下载：166/0  |  提交时间：2022/06/21
association mapping  complex disease  functional data analysis  ordinal traits  rare variants  sequence data  
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：97/0  |  提交时间：2023/02/07
functional data  information criterion  model selection  spline  support estimate  variable selection  
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：156/0  |  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  
Function-on-function quadratic regression models 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 142, 页码: 14
作者:  Sun, Yifan;  Wang, Qihua
收藏  |  浏览/下载：201/0  |  提交时间：2020/05/24
Functional data analysis  Quadratic regression  Functional principal component analysis  Test of significance  Asymptotics  
Functional prediction through averaging estimated functional linear regression models 期刊论文
BIOMETRIKA, 2018, 卷号: 105, 期号: 4, 页码: 945-962
作者:  Zhang, Xinyu;  Chiou, Jeng-Min;  Ma, Yanyuan
收藏  |  浏览/下载：182/0  |  提交时间：2019/03/05
Asymptotic optimality  Crossvalidation  Functional data  Model averaging  Weighting  
Functional singular component analysis based functional additive models 期刊论文
SCIENCE CHINA-MATHEMATICS, 2016, 卷号: 59, 期号: 12, 页码: 2443-2462
作者:  Zhang Tao;  Wang QiHua
收藏  |  浏览/下载：174/0  |  提交时间：2018/07/30
functional data  functional additive models  functional singular component analysis  
Functional Partial Linear Single-index Model 期刊论文
SCANDINAVIAN JOURNAL OF STATISTICS, 2016, 卷号: 43, 期号: 1, 页码: 261-274
作者:  Wang, Guochang;  Feng, Xiang-Nan;  Chen, Min
收藏  |  浏览/下载：180/0  |  提交时间：2018/07/30
functional data analysis  functional dimension reduction  functional semi-parametric model  single-index model  
A hybrid graph-theoretic method for mining overlapping functional modules in large sparse protein interaction networks 期刊论文
INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS, 2009, 卷号: 3, 期号: 1, 页码: 68-84
作者:  Zhang, Shihua;  Liu, Hong-Wei;  Ning, Xue-Mei;  Zhang, Xiang-Sun
收藏  |  浏览/下载：288/0  |  提交时间：2018/07/30
PPI  protein-protein interaction network  network clustering  LGT  line graph transformation  protein complexes  functional modules  data mining  bioinformatics  
A semiparametric model for truncated and censored data 期刊论文
STATISTICS & PROBABILITY LETTERS, 2000, 卷号: 48, 期号: 3, 页码: 217-227
作者:  Sun, LQ;  Zhu, LX
收藏  |  浏览/下载：150/0  |  提交时间：2018/07/30
truncated and censored data  product-limit estimator  maximum-likelihood estimation  functional central limit theorem  uniform consistency