Zobrazeno 1 - 10
of 96
pro vyhledávání: '"multivariate functional linear regression"'
Autor:
Mbina, Alban Mina, Nkiet, Guy Martial
We propose a new variable selection procedure for a functional linear model with multiple scalar responses and multiple functional predictors. This method is based on basis expansions of the involved functional predictors and coefficients that lead t
Externí odkaz:
http://arxiv.org/abs/2311.00803
Akademický článek
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Publikováno v:
In Journal of Multivariate Analysis April 2016 146:301-312
Autor:
Yang Jinjing
Publikováno v:
E3S Web of Conferences, Vol 194, p 05009 (2020)
In recent years, the Internet has developed rapidly, and we have more and more ways to collect data. We find that many data have the characteristics of functions. We can use the important method of functional data analysis to analyze these data. The
Externí odkaz:
https://doaj.org/article/9c2f8cfabc7b4214b636edccc7d7de3f
Autor:
Roche, Angelina
In more and more applications, a quantity of interest may depend on several covariates, with at least one of them infinite-dimensional (e.g. a curve). To select the relevant covariates in this context, we propose an adaptation of the Lasso method. Tw
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::80657ba7e72e25875da50af3e06d6a86
https://hal.archives-ouvertes.fr/hal-01725351v4/file/lassov7.pdf
https://hal.archives-ouvertes.fr/hal-01725351v4/file/lassov7.pdf
Autor:
Jinjing Yang
Publikováno v:
E3S Web of Conferences, Vol 194, p 05009 (2020)
In recent years, the Internet has developed rapidly, and we have more and more ways to collect data. We find that many data have the characteristics of functions. We can use the important method of functional data analysis to analyze these data. The
Publikováno v:
Journal of Multivariate Analysis. 146:301-312
We propose a multivariate functional linear regression (mFLR) approach to analysis and prediction of multivariate functional data in cases in which both the response and predictor variables contain multivariate random functions. The mFLR model, coupl
Publikováno v:
E3S Web of Conferences; 10/15/2020, Vol. 194, p1-5, 5p
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Autor:
Capezza, Christian1 (AUTHOR) christian.capezza@unina.it, Centofanti, Fabio1 (AUTHOR), Lepore, Antonio1 (AUTHOR), Menafoglio, Alessandra2 (AUTHOR), Palumbo, Biagio1 (AUTHOR), Vantini, Simone2 (AUTHOR)
Publikováno v:
Journal of Quality Technology. 2023, Vol. 55 Issue 5, p566-583. 18p.