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The package TraitEnvMLMWA grew out of the paper New robust weighted averaging- and model-based methods for assessing trait-environment relationships (Methods in Ecology and Evolution). The model-based methods are GLMMs, here called multi-level models (MLM), of which the novel MLM3 outperforms all existing methods. MLM3 has up to 30% more power, …

doi.org/10.1111/2041-210x.13278

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GPL-3.0 license
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CajoterBraak/TraitEnvMLMWA

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TraitEnvMLMWA

The goal of TraitEnvMLMWA is to analyse trait-environment associations in ecology.

Installation

You can install the released version of TraitEnvMLMWA from github by invoking the R-code within an R-console:

install.packages("remotes")
remotes::install_github("CajoterBraak/TraitEnvMLMWA")

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The package TraitEnvMLMWA grew out of the paper New robust weighted averaging- and model-based methods for assessing trait-environment relationships (Methods in Ecology and Evolution). The model-based methods are GLMMs, here called multi-level models (MLM), of which the novel MLM3 outperforms all existing methods. MLM3 has up to 30% more power, …

doi.org/10.1111/2041-210X.13278

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