Logo
Munich Personal RePEc Archive

Real Time Monitoring of Carbon Monoxide Using Value-at-Risk Measure and Control Charting

Bersimis, Sotirios and Degiannakis, Stavros and Georgakellos, Dimitrios (2015): Real Time Monitoring of Carbon Monoxide Using Value-at-Risk Measure and Control Charting.

Warning
There is a more recent version of this item available.
[thumbnail of MPRA_paper_65865.pdf]
Preview
PDF
MPRA_paper_65865.pdf

Download (2MB) | Preview

Abstract

One of the most important environmental health issues is air pollution, causing the deterioration of the population’s quality of life, principally in cities where the urbanization level seems limitless. Among ambient pollutants, carbon monoxide (CO) is well known for its biological toxicity. Many studies report associations between exposure to CO and excess mortality. In this context, the present work provides an advanced modelling scheme for real time monitoring of pollution data and especially of carbon monoxide pollution in city level. The real time monitoring is based on an appropriately adjusted multivariate time series model that is used in finance and gives accurate one-step-ahead forecasts. On the output of the time series, we apply an empirical monitoring scheme that is used for the early detection of abnormal increases of CO levels. The proposed methodology is applied in the city of Athens and as the analysis revealed has a valuable performance.

Available Versions of this Item

Atom RSS 1.0 RSS 2.0

Contact us: mpra@ub.uni-muenchen.de

This repository has been built using EPrints software.

MPRA is a RePEc service hosted by Logo of the University Library LMU Munich.