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Smooth PLS Regression for Spectral Data

Partial least squares (PLS) regression reduces the regression problem from a large-p number of interrelated predictors to a small-m number of extracted factors. These use information for predicting the response making PLS regression models extremely good for prediction purposes. The PLS regression...

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Bibliografske podrobnosti
Glavni avtor: Athanasios Kondylis
Format: Artigo
Jezik:Inglês
Izdano: Instituto Nacional de Estatística | Statistics Portugal 2022-08-01
Serija:Revstat Statistical Journal
Teme:
Online dostop:https://revstat.ine.pt/index.php/REVSTAT/article/view/383
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