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Assessing the Significance of Global and Local Correlations under Spatial Autocorrelation; a Nonparametric Approach

We propose a method to test the correlation of two random fields when they are both spatially auto-correlated. In this scenario, the assumption of independence for the pair of observations in the standard test does not hold, and as a result we reject in many cases where there is no effect (the preci...

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Bibliografiske detaljer
Main Authors: Viladomat, Júlia, Mazumder, Rahul, McInturff, Alex, McCauley, Douglas J., Hastie, Trevor
Format: Artigo
Sprog:Inglês
Udgivet: 2014
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4108159/
https://ncbi.nlm.nih.gov/pubmed/24571609
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.12139
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