Bayesian functional regression as an alternative statistical analysis of high-throughput phenotyping data of modern agriculture

Bayesian functional regression as an alternative statistical analysis of high-throughput phenotyping data of modern agriculture

Abstract Background Modern agriculture uses hyperspectral cameras with hundreds of reflectance data at discrete narrow bands measured in several environments. Recently, Montesinos-López et al. (Plant Methods 13(4):1–23, 2017a. https://doi.org/10.1186/s13007-016-0154-2; Plant Methods 13(62):1–29, 201...

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Bibliographic Details
Main Authors: Abelardo Montesinos-López, Osval A. Montesinos-López, Gustavo de los Campos, José Crossa, Juan Burgueño, Francisco Javier Luna-Vazquez
Format: Article
Language:English
Published: BMC 2018-06-01
Series:Plant Methods
Subjects:
Hyperspectral data
Functional regression analysis
Bayesian functional regression
Functional data
Bayesian Ridge Regression
Online Access:http://link.springer.com/article/10.1186/s13007-018-0314-7

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http://link.springer.com/article/10.1186/s13007-018-0314-7

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