• 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)
    • Long-term exposure to low-level air pollution and incidence of chronic obstructive pulmonary disease: The ELAPSE project 

      Liu, Shuo; Jørgensen, Jeanette T.; Ljungman, Petter; Pershagen, Göran; Bellander, Tom; Leander, Karin; Magnusson, Patrik K. E.; Rizzuto, Debora; Hvidtfeldt, Ulla A.; Raaschou-Nielsen, Ole; Wolf, Kathrin; Hoffmann, Barbara; Brunekreef, Bert; Strak, Maciej; Chen, Jie; Mehta, Amar; Atkinson, Richard W.; Bauwelinck, Mariska; Varraso, Raphaëlle; Boutron-Ruault, Marie-Christine; Brandt, Jørgen; Cesaroni, Giulia; Forastiere, Francesco; Fecht, Daniela; Gulliver, John; Hertel, Ole; de Hoogh, Kees; Janssen, Nicole A. H.; Katsouyanni, Klea; Ketzel, Matthias; Klompmaker, Jochem O.; Nagel, Gabriele; Oftedal, Bente Margaret; Peters, Annette; Tjønneland, Anne; Rodopoulou, Sophia P.; Samoli, Evangelia; Bekkevold, Terese; Sigsgaard, Torben; Stafoggia, Massimo; Vienneau, Danielle; Weinmayr, Gudrun; Hoek, Gerard; Andersen, Zorana J. (Peer reviewed; Journal article, 2021)
    • Modeling multi-level survival data in multi-center epidemiological cohort studies: Applications from the ELAPSE project 

      Samoli, Evangelia; Rodopoulou, Sophia P.; Hvidtfeldt, Ulla A.; Wolf, Kathrin; Stafoggia, Massimo; Brunekreef, Bert; Strak, Maciej; Chen, Jie; Andersen, Zorana J.; Atkinson, Richard; Bauwelinck, Mariska; Bellander, Tom; Brandt, Jørgen; Cesaroni, Giulia; Forastiere, Francesco; Fecht, Daniela; Gulliver, John; Hertel, Ole; Hoffmann, Barbara; de Hoogh, Kees; Janssen, Nicole A. H.; Ketzel, Matthias; Klompmaker, Jochem O.; Liu, Shuo; Ljungman, Petter; Nagel, Gabriele; Oftedal, Bente Margaret; Pershagen, Göran; Peters, Annette; Raaschou-Nielsen, Ole; Renzi, Matteo; Kristoffersen, Doris Tove; Severi, Gianluca; Sigsgaard, Torben; Vienneau, Danielle; Weinmayr, Gudrun; Hoek, Gerard; Katsouyanni, Klea (Peer reviewed; Journal article, 2021)