Nonparametric testing of the dependence structure among points–marks–covariates in spatial point patterns
J Dvořák, T Mrkvička, J Mateu… - International Statistical …, 2022 - Wiley Online Library
We investigate testing of the hypothesis of independence between a covariate and the
marks in a marked point process. It would be rather straightforward if the (unmarked) point
process were independent of the covariate and the marks. In practice, however, such an
assumption is questionable and possible dependence between the point process and the
covariate or the marks may lead to incorrect conclusions. Therefore, we propose to
investigate the complete dependence structure in the triangle points–marks–covariates …
marks in a marked point process. It would be rather straightforward if the (unmarked) point
process were independent of the covariate and the marks. In practice, however, such an
assumption is questionable and possible dependence between the point process and the
covariate or the marks may lead to incorrect conclusions. Therefore, we propose to
investigate the complete dependence structure in the triangle points–marks–covariates …
[引用][C] Nonparametric testing of the dependence structure among points-marks-covariates in spatial point patterns
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