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  • Search: subject:"Penalized least squares regression"
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Adaptive LASSO 1 Functional data analysis 1 Functional principal component analysis 1 Karhunen–Loève expansion 1 MCP 1 Oracle properties 1 Penalized least squares regression 1 SCAD 1 Sparsity 1
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Lee, Eun Ryung 1 Park, Byeong U. 1
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Journal of Multivariate Analysis 1
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Sparse estimation in functional linear regression
Lee, Eun Ryung; Park, Byeong U. - In: Journal of Multivariate Analysis 105 (2012) 1, pp. 1-17
As a useful tool in functional data analysis, the functional linear regression model has become increasingly common and been studied extensively in recent years. In this paper, we consider a sparse functional linear regression model which is generated by a finite number of basis functions in an...
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