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デジタル記事
インターネットで読める全国の図書館
- 要約等In regression analysis, the $L_1$ regularization such as the lasso or the SCAD provides ......which leads to variable selection. We consider the variable selection problem where variables are given as functional forms, using the $L_1$ regularization. In order to select functional variables each of which......parameters and then apply the group SCAD. A ......ucial issue in the regularization method is the choice of regularization parameters. We derive a model selection criterion for evaluating the model estimated by the regularization method via the group SCAD pen...... analysis show the effectiveness of the proposed modeling strategy. M...
- 件名Functional data analysis Group lasso Information criterion Model selection Regularization SCAD
- 著者標目（識別子）...entity https://viaf.org/viaf/sourceID/NII%......entity https://viaf.org/viaf/sourceID/NII%7CDA13172927 80...
デジタル記事
インターネットで読める全国の図書館
- 件名Functional data analysis Group lasso Information criterion Model selection Regularization SCAD
- 一般注記...d-Research Hub for Mathematics-for-Industry グローバルCOEプログラム「マス･フォア...
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