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AbstractFor a high dimensional field of random variables, global correlation is defined as the ratio of averagecovariance and average variance, and its elementary properties are studied. Global correlation is used toharmonize uncertainty assessments at global and local scales. It can be estimated by the correlation of randomaggregations of fixed size of disjoint sets of random variables. Illustrative applications are given usingcrop loss per county per year and forest carbon.
Dependence Modeling – de Gruyter
Published: Sep 23, 2016
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