Concepedia

Machine-learned modeling of PM2.5 exposures in rural Lao PDR

L. Drew Hill, Ajay Pillarisetti, Samantha Delapeña, Charity Garland, David Pennise, Aurélie Pelletreau, P. Koetting, T. Motmans, K. Vongnakhone, C. Khammavong,

The Science of The Total Environment · 2019 · 13 citations · 24 references

Concepts

Public HealthEnvironmental EngineeringEnvironmental SciencesAir PollutionAtmospheric ScienceEnvironmental HealthAir PollutantsAir Pollution ModelingAir QualityEnvironmental ExposuresExposure AssessmentParticulate MatterAir Pollution Exposure ModelingAmbient Air Quality ModelingExposure ModelExposure Prediction ModelingParticulate Matter Exposure AssessmentPm2.5Pollutant Exposure Assessment

References

24

R: A Language and Environment for Statistical Computing

R Core Team · 2000 · 353K citations · Full text

Natural Sciences, Computer Science, Statistical Computing +10

Classification and Regression by randomForest

Andy Liaw, Matthew C. Wiener · 2007 · 18.4K citations

Computing, Computer Science, Data Mining +16

Estimates and 25-year trends of the global burden of disease attributable to ambient air pollution: an analysis of data from the Global Burden of Diseases Study 2015

Aaron J. Cohen, Michael Bräuer, Richard Burnett et al. · The Lancet · 2017 · 6.6K citations · Full text

Public Health, Environmental Sciences, Population Health Sciences +17

An Integrated Risk Function for Estimating the Global Burden of Disease Attributable to Ambient Fine Particulate Matter Exposure

Richard T. Burnett, C. Arden Pope, Majid Ezzati et al. · Environmental Health Perspectives · 2014 · 1.9K citations · Full text

Public Health, Environmental Sciences, Population Health Sciences +17

Mark J. van der Laan, Eric C. Polley, Alan Hubbard · Statistical Applications in Genetics and Molecular Biology · 2007 · 1.7K citations

Computing, Computer Science, Machine Learning +9