Browsing Norwegian Institute of Public Health Open Repository by Author "Martin, Randall V."

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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, 2019)
Development of Europe-Wide Models for Particle Elemental Composition Using Supervised Linear Regression and Random Forest

Chen, Jie; de Hoogh, Kees; Gulliver, John; Hoffmann, Barbara; Hertel, Ole; Ketzel, Matthias; Weinmayr, Gudrun; Bauwelinck, Mariska; Donkelaar, Aaron van; Hvidtfeldt, Ulla A.; Atkinson, Richard; Janssen, Nicole A. H.; Martin, Randall V.; Samoli, Evangelia; Andersen, Zorana J; Oftedal, Bente Margaret; Stafoggia, Massimo; Bellander, Tom; Strak, Maciej; Wolf, Kathrin; Vienneau, Danielle; Brunekreef, Bert; Hoek, Gerard (Peer reviewed; Journal article, 2020)