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Improved prediction for a spatio-temporal model

Nowak, Gen; Welsh, Alan


We investigate a framework for improving predictions from models for spatio-temporal data. The framework is based on minimising the mean squared prediction error and can be applied to many models. We applied the framework to a model for monthly rainfall data in the Murray-Darling Basin in Australia. Across a range of prediction situations, we improved the predictive accuracy compared to predictions using only the expectation given by the model. Further, we showed that these improvements in...[Show more]

CollectionsANU Research Publications
Date published: 2020
Type: Journal article
Source: Environmental and Ecological Statistics
DOI: 10.1007/s10651-020-00447-3


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