• openAccess   Nonparametric testing of the dependence structure among points-marks-covariates in spatial point patterns 

      Mateu, Jorge; Mrkvicka, Tomas; Dvořák, Jiří; González, Jonatan A. John Wiley & Sons (2022-05-16)
      We investigate testing of the hypothesis of independence between a covariate and the marks in amarked point process. It would be rather straightforward if the (unmarked) point process wereindependent of the covariate and ...
    • closedAccess   Revisiting the random shift approach for testing in spatial statistics 

      Mrkvicka, Tomas; Dvořák, Jiří; González, Jonatan A.; Mateu, Jorge Elsevier (2020)
      We consider the problem of non-parametric testing of independence of two components of a stationary bivariate spatial process. In particular, we revisit the random shift approach that has become the standard method for ...
    • openAccess   Second-order preserving point process permutations 

      Mohler, George; Mateu, Jorge Wiley (2023)
      While random permutations of point processes are useful for generating counterfactuals in bivariate interaction tests, such permutations require that the underlying intensity be separable. In many real-world datasets where ...