Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Chongqing University of Technology(Natural Science)》 2015-11
Add to Favorite Get Latest Update

Methods of Functional Linear Regression Model and Its Applications

LIU Feng;TAN Xiang-yong;HE Zhuo;College of Mathematics and Statistics,Chongqing University of Technology;  
We investigated the application of functional linear model in Tecator Data set with a scalar response and functional covariates. Then,we used the low-dimensional basis,combination of a highdimensional basis with a roughness penalty and low-dimensional approximation using principal component analysis method to estimate the regression function. The result show that these three methods perform can perform well in estimating regression function,especially the last method.
【Fund】: 国家自然科学基金资助项目(11471060)
【CateGory Index】: O212.1
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 1 Hits
1 ZENG Yu-yu,WENG Jin-zhong(School of Economics,Xiamen University,Xiamen 361005,China);Initiative Research of the Clustering Approach About Functional Data[J];Statistics & Information Forum;2007-05
【Co-citations】
Chinese Journal Full-text Database 4 Hits
1 WANG Li;WANG Wen-jian;JIANG Gao-xia;School of Computer and Information Technology,Shanxi University;;Optimization for Smoothing Parameter in Process of Data Fitting[J];Computer Science;2015-09
2 WANG Yi(College of Life Science and Technology,Qiongzhou University,Sanya,Hainan 572200,China);Altitudinal Distribution Pattern of Orchid Plants in Wuzhishan,Hainan[J];Chinese Journal of Tropical Agriculture;2011-04
3 HUANG Heng-junab;School of Statistics,Lanzhou University of Finance and Economics;Quantitative Analysis Center of Gansu Economic Development,Lanzhou University of Finance and Economics;;Curves Clustering Using B-splines Expansion[J];Statistics & Information Forum;2013-09
4 JIAO Can12;XIONG Min-Ping1;ZHANG Min-Qiang1 (1 Psychological Application Research Center,South China Normal University,Guangzhou 510631,China) (2 Department of Psychology,Shenzhen University,Shenzhen 518000,China);Different Types of Data and Statistical Methods in Psychology:Introduction of Functional Data Analysis[J];Advances in Psychological Science;2010-08
【Secondary Citations】
Chinese Journal Full-text Database 2 Hits
1 YAN Ming-yi (School of Economics and Finance,Xi'an Jiaotong University,Xi'an 710061,China);The Evaluation of Quality of Life:A Method Based on Functional Features of Data[J];Statistics & Information Forum;2007-02
2 Yan Mingyi;The Statistical Analysis of Functional Data:Thoughts,Methods and the Applications[J];Statistical Research;2007-02
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved