Conveners
CONTRIBUTED Modelling 2
- Sonja Kuhnt (Dortmund University of Applied Sciences and Arts)
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Michele Scagliarini (University of Bologna)12/09/2023, 17:50Modelling
Distribution-free control charts have received increasing attention in non-manufacturing fields because they can be used without any assumption on the distribution of the data to be monitored. This feature makes them particularly suitable for monitoring environmental phenomena often characterized by highly skewed distribution. In this work we compare, using two Monte Carlo studies, the...
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Jean-Michel Poggi (University of Paris-Saclay)12/09/2023, 18:10Modelling
Our work deals with air quality monitoring, by combining different types of data. More precisely, our aim is to produce (typically at the scale of a large given city), nitrogen dioxide or fine particulate matter concentration maps, at different moments. For this purpose, we have at our disposal, on the one hand, concentration maps produced by deterministic physicochemical models (such as...
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Sotiris Bersimis (University of Piraeus, Greece)12/09/2023, 18:30Modelling
Robust multivariate control charts are statistical tools used to monitor and control multiple correlated process variables simultaneously. Multivariate control charts are designed to detect and signal when the joint distribution of the process variables deviates from in-control levels, indicating a potential out-of-control case. The main goal of robust multivariate control charts is to provide...
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