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Cryptic multiple hypotheses testing in linear models: overestimated effect sizes and the winner's curse

Fitting generalised linear models (GLMs) with more than one predictor has become the standard method of analysis in evolutionary and behavioural research. Often, GLMs are used for exploratory data analysis, where one starts with a complex full model including interaction terms and then simplifies by...

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Detalles Bibliográficos
Autores principales: Forstmeier, Wolfgang, Schielzeth, Holger
Formato: Texto
Lenguaje:English
Publicado: Springer-Verlag 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3015194/
https://www.ncbi.nlm.nih.gov/pubmed/21297852
http://dx.doi.org/10.1007/s00265-010-1038-5