tips:model_selection_with_glmulti_and_mumin
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tips:model_selection_with_glmulti_and_mumin [2022/08/09 13:15] – Wolfgang Viechtbauer | tips:model_selection_with_glmulti_and_mumin [2022/09/25 10:45] – Wolfgang Viechtbauer | ||
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So, the candidate set would include over $2 \times 10^8$ possible models. Fitting all of these models would not only test our patience (and would be a waste of valuable CPU cycles), it would also be a pointless exercise (even fitting the 128 models above could be critiqued by some as a mindless hunting expedition -- although if one does not get too fixated on //the// best model, but considers all the models in the set as part of a multimodel inference approach, this critique loses some of its force). So, I won't consider this any further in this example. | So, the candidate set would include over $2 \times 10^8$ possible models. Fitting all of these models would not only test our patience (and would be a waste of valuable CPU cycles), it would also be a pointless exercise (even fitting the 128 models above could be critiqued by some as a mindless hunting expedition -- although if one does not get too fixated on //the// best model, but considers all the models in the set as part of a multimodel inference approach, this critique loses some of its force). So, I won't consider this any further in this example. | ||
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- | ==== Other Model Types ==== | ||
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- | The same principle can of course be applied when fitting other types of models, such as those that can be fitted with the '' | ||
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- | For multivariate/ | ||
==== Using the MuMIn Package ==== | ==== Using the MuMIn Package ==== | ||
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</ | </ | ||
These are again the same values we obtained earlier. | These are again the same values we obtained earlier. | ||
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+ | ==== Other Model Types ==== | ||
+ | |||
+ | The same principle can of course be applied when fitting other types of models, such as those that can be fitted with the '' | ||
+ | |||
+ | For multivariate/ | ||
==== References ==== | ==== References ==== |
tips/model_selection_with_glmulti_and_mumin.txt · Last modified: 2022/10/13 06:07 by Wolfgang Viechtbauer