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Coupling mobile phone data with machine learning: How misclassification errors in ambient PM2.5 exposure estimates are produced?

Huagui Guo, Qingming Zhan, Hung Chak Ho, Fei Yao, Xingang Zhou, Jiansheng Wu, Weifeng Li

2020The Science of The Total Environment24 citationsDOI

Topics & Concepts

Mobile phoneStatisticsEstimationSocioeconomic statusEconometricsSample (material)Computer scienceEnvironmental scienceMathematicsEnvironmental healthPopulationMedicineTelecommunicationsChemistryChromatographyEconomicsManagementAir Quality Monitoring and ForecastingAir Quality and Health ImpactsHealth, Environment, Cognitive Aging
Coupling mobile phone data with machine learning: How misclassification errors in ambient PM2.5 exposure estimates are produced? | Litcius