An INMA random field model for integer-valued spatial data is introduced, with closed-form marginal distributions, bivariate distributions, and autocovariances for arbitrary order including multilateral cases, and Poisson marginals are possible.
Sabyasachi Basu and Gregory C Reinsel
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The Integer-valued Moving-Average Random Field
An INMA random field model for integer-valued spatial data is introduced, with closed-form marginal distributions, bivariate distributions, and autocovariances for arbitrary order including multilateral cases, and Poisson marginals are possible.