Now showing items 1-3 of 3

    • Bootstrapping kernel intensity estimation for inhomogeneous point processes with spatial covariates 

      Borrajo García, María Isabel; González Manteiga, Wenceslao; Martínez Miranda, María Dolores (Elsevier, 2019)
      The bias-variance trade-o for inhomogeneous point processes with covariates is theoretically and empirically addressed. A consistent kernel estimator for the rst-order intensity function based on covariates is constructed, ...
    • Nonparametric inference on point processes with covariates 

      Borrajo García, María Isabel (2018)
      Spatial statistics is a big area in the global statistical field which is interested in analysing any random process with a spatial component; point processes are a branch of spatial statistics whose main aim is to study ...
    • Testing for signif cant differences between two spatial patterns using covariates 

      Borrajo García, María Isabel; González Manteiga, Wenceslao; Martínez Miranda, María Dolores (Elsevier, 2019)
      This paper addresses the problem of comparing the spatial distribution of two point patterns. A formal statistical test is proposed to decide whether two observed patterns share the same theoretical intensity model. ...





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