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The field of study concerning statistical methods that use space and spatial relationships (such as distance, area, volume, length, height, orientation, centrality and/or other spatial characteristics of data) directly in their mathematical computations.

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Extracting spatial covariance given only mean and variance

I have the results of an MCMC experiment in the form of a set of means $\mu(\phi,\theta)$ and standard deviations $\sigma(\phi,\theta)$ as a function of spatial coordinates $\phi$ and $\theta$ (in this … Is it possible to use this data to get a decent estimate of spatial covariance (perhaps by assuming a particular form for the spatial covariance), and if so, how? …
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