Listar MAT_Articles por autoría "9edbfe4c-a725-4e44-9a0a-53fdcac1779d"

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    • openAccess   Air Quality Monitoring Network Design Optimisation for Robust Land Use Regression Models 

      Gupta, Shivam; Pebesma, Edzer; Mateu, Jorge; Degbelo, Auriol MDPI (2018)
      A very common curb of epidemiological studies for understanding the impact of air pollution on health is the quality of exposure data available. Many epidemiological studies rely on empirical modelling techniques, such ...

    • openAccess   Nearest neighbour distance matching Leave-One-Out Cross-Validation for map validation 

      Milà, Carles; Mateu, Jorge; Pebesma, Edzer; Meyer, Hanna John Wiley & Sons Ltd on behalf of British Ecological Society (2022-03-28)
      1. Several spatial and non-spatial Cross-Validation (CV) methods have been used to perform map validation when additional sampling for validation purposes is not possible, yet it is unclear in which situations one CV ...

    • openAccess   Quality of life, big data and the power of statistics 

      Gupta, Shivam; Mateu, Jorge; Degbelo, Auriol; Pebesma, Edzer Elsevier (2018)
      The digital era has opened up new possibilities for data-driven research. This paper discusses big data challenges in environmental monitoring and reflects on the use of statisticalmethodsintacklingthesechallengesforim ...