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Two-sample functional linear models with functional responses 期刊论文
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022, 卷号: 218, 页码: 85-105
作者:  Xu, Wenchao;  Lin, Hongmei;  Zhang, Riquan;  Liang, Hua
收藏  |  浏览/下载:125/0  |  提交时间:2022/04/02
Asymptotic normality  Functional linear regression  Functional response  Functional principal component analysis  Rate of convergence  Semiparametric comparison  
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:118/0  |  提交时间:2022/06/21
association mapping  complex disease  functional data analysis  ordinal traits  rare variants  sequence data  
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:174/0  |  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:154/0  |  提交时间:2019/03/05
Asymptotic optimality  Crossvalidation  Functional data  Model averaging  Weighting  
Robust functional sliced inverse regression 期刊论文
STATISTICAL PAPERS, 2017, 卷号: 58, 期号: 1, 页码: 227-245
作者:  Wang, Guochang;  Zhou, Jianjun;  Wu, Wuqing;  Chen, Min
收藏  |  浏览/下载:147/0  |  提交时间:2018/07/30
Dimension reduction  Functional regression  Functional sliced inverse regression  Robustness  
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:144/0  |  提交时间:2018/07/30
functional data  functional additive models  functional singular component analysis  
functionalsingularcomponentanalysisbasedfunctionaladditivemodels 期刊论文
sciencechinamathematics, 2016, 卷号: 59, 期号: 12, 页码: 2443
作者:  Zhang Tao;  Wang Qihua
收藏  |  浏览/下载:176/0  |  提交时间:2020/01/10
Functional coefficient autoregressive conditional root model 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2012, 卷号: 25, 期号: 5, 页码: 998-1013
作者:  Zhou Jianjun;  Chen Min
收藏  |  浏览/下载:115/0  |  提交时间:2021/01/14
NONLINEAR TIME-SERIES  REGRESSION-MODELS  DIVERGING NUMBER  LIKELIHOOD  PARAMETERS  Ergodicity  functional coefficient  polynomial spline function  
Functional-coefficient partially linear regression model 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2008, 卷号: 99, 期号: 2, 页码: 278-305
作者:  Wong, Heung;  Zhang, Riquan;  Ip, Wai-cheung;  Li, Guoying
收藏  |  浏览/下载:102/0  |  提交时间:2018/07/30
Back-fitting technique  Functional-coefficient model  Local linear polynomial technique  Nonlinear time series  
Averaged estimation of functional-coefficient regression models with different smoothing variables 期刊论文
STATISTICS & PROBABILITY LETTERS, 2007, 卷号: 77, 期号: 4, 页码: 455-461
作者:  Zhang, Riquan;  Li, Guoying
收藏  |  浏览/下载:103/0  |  提交时间:2018/07/30
asymptotic normality  different smoothing variables  functional-coefficient regression models  averaged estimate  local linear method