output
20142024
most citedEuropean Aerosol Phenomenology -- 8: Harmonised Source Apportionment of Organic Aerosol using 22 Year-long ACSM/AMS Datasets

226 citations

6 papers

econ.GN2024★ 10 cited

Offshoring Emissions through Used Vehicle Exports

S. J. Newman, K. Schulte, M. M. Morellini +2

Policies to reduce transport emissions often overlook the international flow of used vehicles. We quantify the rate at which used vehicles generated CO2 and pollution for all used…

stat.AP2022★ 90 cited

State-of-the-Art Methods for Exposure-Health Studies: results from the Exposome Data Challenge Event

Léa Maitre, Jean-Baptiste Guimbaud, Charline Warembourg +7

The exposome recognizes that individuals are exposed simultaneously to a multitude of different environmental factors and takes a holistic approach to the discovery of etiological…

physics.ao-ph2022★ 226 cited

European Aerosol Phenomenology -- 8: Harmonised Source Apportionment of Organic Aerosol using 22 Year-long ACSM/AMS Datasets

Gang Chen, Francesco Canonaco, Anna Tobler +67

Organic aerosol (OA) is a key component to total submicron particulate matter (PM1), and comprehensive knowledge of OA sources across Europe is crucial to mitigate PM1 levels. Euro…

stat.AP2018★ 19 cited

A hierarchical modelling approach to assess multi pollutant effects in time-series studies

Marta Blangiardo, Monica Pirani, Lauren Kanapka +2

When assessing the short term effect of air pollution on health outcomes, it is common practice to consider one pollutant at a time, due to their high correlation. Multi pollutant…

stat.AP2016★ 1 cited

Modelling collinear and spatially correlated data

Silvia Liverani, Aurore Lavigne, Marta Blangiardo

In this work we present a statistical approach to distinguish and interpret the complex relationship between several predictors and a response variable at the small area level, in…

stat.ML2014★ 8 cited

Multiple Output Regression with Latent Noise

Jussi Gillberg, Pekka Marttinen, Matti Pirinen +7

In high-dimensional data, structured noise caused by observed and unobserved factors affecting multiple target variables simultaneously, imposes a serious challenge for modeling, b…