Graph Regression Model for Spatial and Temporal Environmental Data—Case of Carbon Dioxide Emissions in the United States

Graph Regression Model for Spatial and Temporal Environmental Data—Case of Carbon Dioxide Emissions in the United States

We develop a new model for spatio-temporal data. More specifically, a graph penalty function is incorporated in the cost function in order to estimate the unknown parameters of a spatio-temporal mixed-effect model based on a generalized linear model. This model allows for more flexible and general r...

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Bibliographic Details
Main Authors: Roméo Tayewo, François Septier, Ido Nevat, Gareth W. Peters
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Entropy
Subjects:
graph regression model
spatio-temporal data
CO<sub>2</sub> emission
Online Access:https://www.mdpi.com/1099-4300/25/9/1272

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