Browsing UJI: Investigación by Keyword "pair correlation function"
Now showing items 1-4 of 4
-
Bootstrap bandwidth selection for the pair correlation function of inhomogeneous spatial point processes
Taylor and Francis Group (2023-06-13)This work focuses on kernel estimation of the pair correlation function (PCF) for inhomogeneous spatial point processes. We propose a bootstrap bandwidth selector based on minimizing the mean integrated squared error (MISE). ... -
Classification of Events Using Local Pair Correlation Functions for Spatial Point Patterns
American Statistical Association (2021-05-12)Spatial point pattern analysis usually concerns identifying features in an observation window where there is also noise. This identification traditionally begins with studying the second-order properties of the point ... -
First- and Second-Order Characteristics of Spatio-Temporal Point Processes on Linear Networks
American Statistical Association (2019-12-23)We present several characteristics for spatio-temporal point patterns when the spatial locations are restricted to a linear network. A nonparametric kernel-based intensity estimator is proposed to highlight the concentration ... -
On new families of anisotropic spatial log-Gaussian Cox processes
Springer (2020)Cox processes are natural models for point process phenomena that are environmentally driven, but much less natural for phenomena driven primarily by interactions amongst the points. The class of log-Gaussian Cox processes ...