Dataset Open Access

Data and code for: Fixed effects or random effects in statistical models? fewer than five levels of a grouping factor

Gomes, Dylan G.E.

This is code (and simulated data from that code) to assess how sample size and the numbers of levels of random effects influence parameter estimates of fixed effects in linear mixed-effects models. 

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Beta1.pdf
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Beta2.pdf
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Ecology_50_RandomEffects.csv
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Ecology_50_RandomEffects.docx
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Figure1_Ecology_50_RandomEffects.pdf
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Figure1_Ecology_50_RandomEffects_plot.R
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Figure2_Coverage.pdf
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Figure3_RMSE_str.pdf
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Figure4_Sigma.pdf
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Figure5_Singular.pdf
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Figure6_CoverageSingular.pdf
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Figure7_RMSE_sing.pdf
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FigureS1_Beta1_Beta2.pdf
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31.0 kB Download
FigureS2_RMSE_wk.pdf
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Modified_Harrison2015_Unbalanced.R
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11.1 kB Download
PlottingCode.R
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19.9 kB Download
SimData120.csv
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2.3 kB Download
SimData30.csv
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SimData60.csv
md5:ec2d1df4385d97ff0cf8bc2a3d4cb653
2.3 kB Download
Table1_LMvsLMM.docx
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Table_Figure_Captions.docx
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TableS1.csv
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TableS1.docx
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TableS2.csv
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TableS3.csv
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