The effect of a stochastic displacement field on a statistically independent point process is analyzed. Sto-chasticdisplacement fields can be divided into two large classes: spatially correlated and uncorrelated. For bothcases exact transformation equations for the two-point correlation function and the power spectrum of the pointprocess are found, and a detailed study of them with important paradigmatic examples is done. The results aregeneral and in any dimension. Particular attention is devoted to the kind of large-scale correlations that can beintroduced by the displacement field and to the realizability of arbitrary "superhomogeneous" point processes.
Point processes and stochastic displacement fields
Andrea Gabrielli
2004
Abstract
The effect of a stochastic displacement field on a statistically independent point process is analyzed. Sto-chasticdisplacement fields can be divided into two large classes: spatially correlated and uncorrelated. For bothcases exact transformation equations for the two-point correlation function and the power spectrum of the pointprocess are found, and a detailed study of them with important paradigmatic examples is done. The results aregeneral and in any dimension. Particular attention is devoted to the kind of large-scale correlations that can beintroduced by the displacement field and to the realizability of arbitrary "superhomogeneous" point processes.| File | Dimensione | Formato | |
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