Functional Location-Scale Model to Forecast Bivariate Pollution Episodes

Predicting anomalous emission of pollutants into the atmosphere well in advance is crucial for industries emitting such elements, since it allows them to take corrective measures aimed to avoid such emissions and their consequences. In this work, we propose a functional location-scale model to predi...

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Bibliographic Details
Main Authors: Manuel Oviedo-de La Fuente, Celestino Ordóñez, Javier Roca-Pardiñas
Format: Artigo
Language:Inglês
Published: MDPI AG 2020-06-01
Series:Mathematics
Subjects:
pollution episodes
functional data
bivariate analysis
uncertainty region
generalized additive models
Online Access:https://www.mdpi.com/2227-7390/8/6/941
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