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Alternative regression methods are not considered in Murtaugh (2009) or by ecologists in general
Stockholm University, Faculty of Science, Department of Botany.
2010 (English)In: Ecology Letters, ISSN 1461-023X, E-ISSN 1461-0248, Vol. 13, no 5, E7-E9 p.Article in journal (Refereed) Published
Abstract [en]

Murtaugh (2009) recently illustrated that all subsets variable selection is very similar to stepwise regression. This, however, does not necessarily mean both methods are useful. On the contrary, the same problems with overfitting should apply. Ecologists should, if model building is indeed necessary, consider more reliable regression methods now available

Place, publisher, year, edition, pages
Wiley , 2010. Vol. 13, no 5, E7-E9 p.
Keyword [en]
AIC;all subsets;BIC;lasso;ridge regression;shrinkage;stepwise multiple regression;variable selection
National Category
Botany
Identifiers
URN: urn:nbn:se:su:diva-49363DOI: 10.1111/j.1461-0248.2010.01460.xOAI: oai:DiVA.org:su-49363DiVA: diva2:377453
Available from: 2010-12-14 Created: 2010-12-14 Last updated: 2017-12-11Bibliographically approved

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