A Novel Tree Ensemble Model to Approximate the Generalized Extreme Value Distribution Parameters of the PM2.5 Maxima in the Mexico City Metropolitan Area

A Novel Tree Ensemble Model to Approximate the Generalized Extreme Value Distribution Parameters of the PM2.5 Maxima in the Mexico City Metropolitan Area

We introduce a novel spatial model based on the distribution of generalized extreme values (GEVs) and tree ensemble models to analyze the maximum concentrations levels of particulate matter with a diameter of less than 2.5 microns (PM2.5) in the Mexico City metropolitan area during the period 2003–2...

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Bibliographic Details
Main Authors: Alejandro Ivan Aguirre-Salado, Sonia Venancio-Guzmán, Carlos Arturo Aguirre-Salado, Alicia Santiago-Santos
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Mathematics
Subjects:
tree ensemble
extreme value theory
greedy stagewise
nonstationary
PM2.5
CDMX
Online Access:https://www.mdpi.com/2227-7390/10/12/2056

Internet

https://www.mdpi.com/2227-7390/10/12/2056

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