Stochastic approximation of the MLE for a spatial point pattern (original) (raw)
Stochastic approximation of the MLE for a spatial point pattern
Physica D: Nonlinear Phenomena, 1989
Abstract
An iterative stochastic approximation to the maximum Ukelihood estimate is developed for the Strauss point process. We modify existing theorems to show that the approximation is consistent and asymptotically normal. It performs well in numerical tests.
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