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Optimal Penalized Function-on-Function Regression under a Reproducing Kernel Hilbert Space Framework

Many scientific studies collect data where the response and predictor variables are both functions of time, location, or some other covariate. Understanding the relationship between these functional variables is a common goal in these studies. Motivated from two real-life examples, we present in thi...

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Vydáno v:J Am Stat Assoc
Hlavní autoři: Sun, Xiaoxiao, Du, Pang, Wang, Xiao, Ma, Ping
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6380514/
https://ncbi.nlm.nih.gov/pubmed/30799886
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2017.1356320
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