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In this paper, we consider the problem of determining the optimal block size for a spatial subsampling method for spatial processes observed on regular grids. We derive expansions for the mean square error of the subsampling variance estimator, which yields an expression for the theoretical...
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-dimensional models. In time series context, it is mostly restricted to Gaussian autoregressions or mixing sequences. We study oracle … and strong (ff-) mixing sequences as particular examples. From a modeling perspective, it covers several multivariate …
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