most citedNon-Stationary Covariance Estimation using the Stochastic Score Approximation for Large Spatial Data

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stat.CO2018★ 1 cited

Non-Stationary Covariance Estimation using the Stochastic Score Approximation for Large Spatial Data

Amanda Muyskens, Joseph Guinness, Montserrat Fuentes

We introduce computational methods that allow for effective estimation of a flexible, parametric non-stationary spatial model when the field size is too large to compute the multiv…