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Escaping the Bonferroni iron claw in ecological studies

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dc.creator García, Luis V.
dc.date 2008-05-14T05:02:10Z
dc.date 2008-05-14T05:02:10Z
dc.date 2004
dc.date.accessioned 2017-01-31T01:17:16Z
dc.date.available 2017-01-31T01:17:16Z
dc.identifier 0030-1299
dc.identifier http://hdl.handle.net/10261/4219
dc.identifier 10.1111/j.0030-1299.2004.13046.x
dc.identifier.uri http://dspace.mediu.edu.my:8181/xmlui/handle/10261/4219
dc.description 7 pages, 1 figure, 3 tables, 44 references.
dc.description I analyze some criticisms made about the application of alpha-inflation correction procedures to repeated-test tables in ecological studies. Common pitfalls during application, the statistical properties of many ecological datasets, and the strong control of the tablewise error rate made by the widely used sequential Bonferroni procedures, seem to be responsible for some ‘illogical’ results when such corrections are applied. Sharpened Bonferroni-type procedures may alleviate the decrease in power associated to standard methods as the number of tests increases. More powerful methods, based on controlling the false discovery rate (FDR), deserve a more frequent use in ecological studies, especially in those involving large repeated-test tables in which several or many individual null hypotheses have been rejected, and the most significant p-value is relatively large. I conclude that some reasonable control of alpha inflation is required of authors as a safeguard against striking, but spurious findings, which may strongly affect the credibility of ecological research
dc.description Peer reviewed
dc.format 109307 bytes
dc.format application/pdf
dc.language eng
dc.publisher Nordic Ecological Society Oikos
dc.relation http://dx.doi.org/10.1111/j.0030-1299.2004.13046.x
dc.rights openAccess
dc.title Escaping the Bonferroni iron claw in ecological studies
dc.type Artículo


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