A partial least squares approach for function-on-function interaction regression
Author:
Publisher
Springer Science and Business Media LLC
Subject
Computational Mathematics,Statistics, Probability and Uncertainty,Statistics and Probability
Link
https://link.springer.com/content/pdf/10.1007/s00180-020-01058-z.pdf
Reference46 articles.
1. Aguilera AM, Ocana FA, Valderrama MJ (1999) Forecasting with unequally spaced data by a functional principal component approach. Test 8(1):233–254
2. Aguilera AM, Escabias M, Preda C, Saporta G (2010) Using basis expansions for estimating functional PLS regression: applications with chemometric data. Chemom Intell Lab Syst 104(2):289–305
3. Aguilera AM, Escabias M, Preda C, Saporta G (2016) Penalized versions of functional PLS regression. Chemom Intell Lab Syst 154:80–92
4. Beyaztas U, Shang HL (2020) On function-on-function regression: partial least squares approach. Environ Ecol Stat 27(1):95–114
5. Chiou J-M, Müller HG, Wang JL (2004) Functional response models. Stat Sin 14:675–693
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