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Multiple testing corrections in a climate complex network

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Multiple testing corrections (MTC) are used to reduce type I error in a group of two or more tests, or when two or more tests address a common null hypothesis. The MTC methods available can be divided into two different families according to the control of type I error: (i) the family-wise error rate; (ii) the false discovery. Four MTC methods are investigated here, highlighting advantages and disadvantages in complex networks. We use a binarized precipitation network as illustrative case study. False discovery rate corrections seem to be a better option in complex network analyses. (C) 2022 Elsevier B.V. All rights reserved.

Climate networkComplex systemMultiple testing correctionFamily-wise error rateFalse discovery rateFALSE DISCOVERY RATEERROR

Meroni, Viola、De Michele, Carlo

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Politecn Milan

2022

Physica

Physica

ISSN:0378-4371
年,卷(期):2022.597
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