A comparison of linear regression, regularization, and machine learning algorithms to develop Europe-wide spatial models of fine particles and nitrogen dioxide

Chen, Jie; de Hoogh, Kees; Gulliver, John; Hoffman, Barbara Anna; Hertel, Ole; Ketzel, Matthias; Bauwelinck, Mariska; van Donkelaar, Aaron; Hvidtfeldt, Ulla A.; Katsouyanni, Klea; Janssen, Nicole A.H.; Martin, Randall V.; Samoli, Evangelia; Schwarze, Per Everhard; Stafoggia, Massimo; Bellander, Tom; Strak, Maciek; Wolf, Kathrin; Vienneau, Danielle; Vermeulen, Roel; Brunekreef, Bert; Hoek, Gerard
Peer reviewed, Journal article
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URI
http://hdl.handle.net/11250/2628026
Date
2019
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Original version
10.1016/j.envint.2019.104934
Journal
Environment International