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Scalar-on-Function Regression with Replicated Error-Prone Functional Covariates

In this article, we study scalar-on-function regression with functional covariates observed through replicated measurements subject to measurement error. Treating replicated curves as surrogates of an underlying latent process, the proposed framework resolves the identifiability issues commonly enco...

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Hlavní autoři: Xiyue Cao, Chunzheng Cao
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2026-04-01
Edice:Mathematics
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On-line přístup:https://www.mdpi.com/2227-7390/14/8/1384
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