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- 件名Applied Mathematics Statistics, Probability and Uncertainty Statistics and Probability
- 参照...e selection in functional regression via random subspace met......d Multivariate functional subspace class......l longitudinal data
- 著者標目Mitsunori Kayano Sadanori Konishi
記事
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記事
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デジタル記事
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- 件名functional data analysis model selectio......ructure radial basis functions regularization smoo...
- 一般注記...tics with High Functionality 九州大学21世紀COEプログラム「機能数理学の構築と...
- 著者標目Kayano, Mitsunori 小西, 貞則
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This paper introduces regularized functional principal component analysis for multidimensional functional data sets, utilizing Gaussian basis functions. An ......ial point in a functional approach via basis expansions is the evaluat......the use of the Gaussian type of basis functions in the functional approach are that its cross product ......ly calculated, and it creates a m...... observation into a functional form. The prop......hod is applied to the analysis of three-dimen......ein structural data that can be referred to as unbalanced data. It is shown t......formation from unbalanced data. Numerical experiments are co...
- 件名functional data analysis model selectio......ructure radial basis functions regularization smoo...
- 著者標目Kayano, Mitsunori 小西, 貞則
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