Improved prediction for a spatio-temporal model
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Description
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]
Collections | ANU Research Publications |
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Date published: | 2020 |
Type: | Journal article |
URI: | http://hdl.handle.net/1885/219318 |
Source: | Environmental and Ecological Statistics |
DOI: | 10.1007/s10651-020-00447-3 |
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File | Description | Size | Format | Image |
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01_Nowak_Improved_prediction_for_a_2020.pdf | 1.34 MB | Adobe PDF | ![]() Request a copy |
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