A farewell to the sum of Akaike weights: The benefits of alternative metrics for variable importance estimations in model selection

Erstveröffentlichung
2017Authors
Galipaud, Matthias
Gillingham, Mark A. F.
Dechaume-Moncharmont, Francois-Xavier
Wissenschaftlicher Artikel
Published in
Methods in Ecology and Evolution ; 8 (2017), 12. - S. 1668-1678. - ISSN 2041-210X. - eISSN 2041-2096
Link to publication
https://dx.doi.org/10.1111/2041-210X.12835Faculties
Fakultät für NaturwissenschaftenInstitutions
Institut für Evolutionsökologie und NaturschutzgenomikSubject headings
[Free subject headings]: Akaike information criterion | effect size | evidence ratio | model-averaging | multi-model inferences | standardised parameter estimates | variable criticality | variable ranking | behavioral ecology | multimodel inference | information criterion | multiple-regression | predictor variables | relative importance | pluralism | framework | evolution | guide[DDC subject group]: DDC 570 / Life sciences