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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
Authors:  Xu, Wenchao;  Lin, Hongmei;  Zhang, Riquan;  Liang, Hua
Favorite  |  View/Download:26/0  |  Submit date:2022/04/02
Asymptotic normality  Functional linear regression  Functional response  Functional principal component analysis  Rate of convergence  Semiparametric comparison  
Function-on-function quadratic regression models 期刊论文
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2020, 卷号: 142, 页码: 14
Authors:  Sun, Yifan;  Wang, Qihua
Favorite  |  View/Download:82/0  |  Submit date: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
Authors:  Zhang, Xinyu;  Chiou, Jeng-Min;  Ma, Yanyuan
Favorite  |  View/Download:75/0  |  Submit date:2019/03/05
Asymptotic optimality  Crossvalidation  Functional data  Model averaging  Weighting  
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
Authors:  Wong, Heung;  Zhang, Riquan;  Ip, Wai-cheung;  Li, Guoying
Favorite  |  View/Download:32/0  |  Submit date: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
Authors:  Zhang, Riquan;  Li, Guoying
Favorite  |  View/Download:41/0  |  Submit date:2018/07/30
asymptotic normality  different smoothing variables  functional-coefficient regression models  averaged estimate  local linear method  
Integrated estimation of functional-coefficient regression models with different smoothing variables 期刊论文
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2006, 卷号: 35, 期号: 6, 页码: 1093-1100
Authors:  Zhang, RQ;  Li, GY
Favorite  |  View/Download:42/0  |  Submit date:2018/07/30
asymptotic normality  different smoothing variables  functional coefficient regression models  integrated estimate  local linear method