Dismantling the Mantel tests

Gilles Guillot, François Rousset

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Abstract

1. The simple and partialMantel tests are routinely used in many areas of evolutionary biology to assess the significance of the association between two ormorematrices of distances relative to the same pairs of individuals or demes. Partial Mantel tests rather than simple Mantel tests are widely used to assess the relationship between two variables displaying some form of structure.

2. We show that contrary to a widely shared belief, partialMantel tests are not valid in this case, and their bias remains close to that of the simpleMantel test.

3. We confirm that strong biases are expected under a sampling design and spatial correlation parameter drawn from an actual study.

4. TheMantel tests should not be used in case autocorrelation is suspected in both variables compared under the null hypothesis.We outline alternative strategies. The R code used for our computer simulations is distributed as supportingmaterial.
Original languageEnglish
JournalMethods in Ecology and Evolution
Volume4
Issue number4
Pages (from-to)336–344
ISSN2041-210X
DOIs
Publication statusPublished - 2012

Keywords

  • Landscape ecology
  • Landscape genetics
  • Phylogeography
  • Geographic epidemiology
  • Spatial structure
  • Isolation by distance
  • Isolation by resistance
  • Autocorrelation
  • Type I error
  • Loa loa

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