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Cross-Validated Functional Generalized Partially Linear Single-Functional Index Model

In this paper, we have introduced a functional approach for approximating nonparametric functions and coefficients in the presence of multivariate and functional predictors. By utilizing the Fisher scoring algorithm and the cross-validation technique, we derived the necessary components that allow u...

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Furkejuvvon:
Váldodahkkit: Mustapha Rachdi, Mohamed Alahiane, Idir Ouassou, Abdelaziz Alahiane, Lahoucine Hobbad
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: MDPI AG 2024-08-01
Ráidu:Mathematics
Fáttát:
single-index coefficient
cross-validation
asymptotic normality
Fisher scoring algorithm
functional data analysis (FDA)
functional index
Liŋkkat:https://www.mdpi.com/2227-7390/12/17/2649
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