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Fast covariance estimation for sparse functional data
Smoothing of noisy sample covariances is an important component in functional data analysis. We propose a novel covariance smoothing method based on penalized splines and associated software. The proposed method is a bivariate spline smoother that is designed for covariance smoothing and can be used...
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| 出版年: | Stat Comput |
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| 主要な著者: | , , , |
| フォーマット: | Artigo |
| 言語: | Inglês |
| 出版事項: |
Springer US
2017
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| 主題: | |
| オンライン･アクセス: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5807553/ https://ncbi.nlm.nih.gov/pubmed/29449762 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11222-017-9744-8 |
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