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Alternative regression methods are not considered in Murtaugh (2009) or by ecologists in general
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- Dahlgren, Johan P. (author)
- Stockholms universitet,Botaniska institutionen
- (creator_code:org_t)
- 2010-04-16
- 2010
- English.
- In: Ecology Letters. - : Wiley. - 1461-023X .- 1461-0248. ; 13:5, s. E7-E9
- Journal article (peer-reviewed)
Abstract
Subject headings
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- 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
Subject headings
- NATURVETENSKAP -- Biologi -- Botanik (hsv//swe)
- NATURAL SCIENCES -- Biological Sciences -- Botany (hsv//eng)
Keyword
- AIC;all subsets;BIC;lasso;ridge regression;shrinkage;stepwise multiple regression;variable selection
- Plant physiology
- Växtfysiologi
Publication and Content Type
- ref (subject category)
- art (subject category)
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