The metafor Package

A Meta-Analysis Package for R

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tips:model_selection_with_glmulti_and_mumin

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tips:model_selection_with_glmulti_and_mumin [2022/08/03 12:51] Wolfgang Viechtbauertips:model_selection_with_glmulti_and_mumin [2022/08/09 05:15] Wolfgang Viechtbauer
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 ===== Model Selection using the glmulti and MuMIn Packages ===== ===== Model Selection using the glmulti and MuMIn Packages =====
  
-Information-theoretic approaches provide methods for model selection and (multi)model inference that differ quite a bit from more traditional methods based on null hypothesis testing (e.g., Anderson, 2007; Burnham & Anderson, 2002). These methods can also be used in the meta-analytic context when model fitting is based on likelihood methods. Below, I illustrate how to use the metafor package in combination with the [[https://cran.r-project.org/package=glmulti|glmulti]] and [[https://cran.r-project.org/package=MuMIn|MuMIn]] packages that provides the necessary functionality for model selection and multimodel inference using an information-theoretic approach.+Information-theoretic approaches provide methods for model selection and (multi)model inference that differ quite a bit from more traditional methods based on null hypothesis testing (e.g., Anderson, 2007; Burnham & Anderson, 2002). These methods can also be used in the meta-analytic context when model fitting is based on likelihood methods. Below, I illustrate how to use the metafor package in combination with the [[https://cran.r-project.org/package=glmulti|glmulti]] and [[https://cran.r-project.org/package=MuMIn|MuMIn]] packages that provide the necessary functionality for model selection and multimodel inference using an information-theoretic approach.
  
 ==== Data Preparation ==== ==== Data Preparation ====
tips/model_selection_with_glmulti_and_mumin.txt · Last modified: 2022/10/13 06:07 by Wolfgang Viechtbauer