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In the context of functional regression with scalar response, we investigate the case of partially observed functional covariate. Both functional linear model and functional single-index model are considered, based on functional principal component analysis for partially observed functional data.

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Scalar-on-Function Regression with Partially Observed Covariate

  • 会议论文

  • 发表日期：

    2025年

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  • Silvia Novo,
  • Alessandro Palummo,
  • Laura M. Sangalli

摘要

In the context of functional regression with scalar response, we investigate the case of partially observed functional covariate. Both functional linear model and functional single-index model are considered, based on functional principal component analysis for partially observed functional data.