On asymptotic distribution of prediction in functional linear regression
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Publication:2953441
DOI10.1080/02331888.2015.1135926zbMath1357.62241OpenAlexW2474148584MaRDI QIDQ2953441
S. Mohammad E. Hosseini-Nasab, Omid Khademnoe
Publication date: 4 January 2017
Published in: Statistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/02331888.2015.1135926
predictioncross-validationcentral limit theoremfunctional principal component analysisfunctional linear regression models
Factor analysis and principal components; correspondence analysis (62H25) Asymptotic distribution theory in statistics (62E20) Linear regression; mixed models (62J05)
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Cites Work
- Functional linear regression analysis for longitudinal data
- Asymptotic theory for the principal component analysis of a vector random function: Some applications to statistical inference
- Prediction in functional linear regression
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- Nonparametric functional data analysis. Theory and practice.
- Theory for high-order bounds in functional principal components analysis
- Linear functional regression: The case of fixed design and functional response
- On Properties of Functional Principal Components Analysis
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