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.
Files
(227.9 kB)
| Name | Size | |
|---|---|---|
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Beta1.pdf
md5:80f0312390739b507609d8d2bcebe412 |
5.5 kB | Download |
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Beta2.pdf
md5:b0245f1e350d8793c8c6d1b2493a3dc9 |
5.2 kB | Download |
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Ecology_50_RandomEffects.csv
md5:0abb1da095eebb1855e86d439295fded |
354 Bytes | Download |
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Ecology_50_RandomEffects.docx
md5:7e4ce9ca243fdd3a2783bb7f70a1283f |
13.9 kB | Download |
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Figure1_Ecology_50_RandomEffects.pdf
md5:1dffb707aaf5312d71be73c86945d7c0 |
6.2 kB | Download |
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Figure1_Ecology_50_RandomEffects_plot.R
md5:00bc46848087c3d57faaf96cf818f1cf |
614 Bytes | Download |
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Figure2_Coverage.pdf
md5:91db55c8582b672b823a630ca3b6cfb7 |
8.0 kB | Download |
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Figure3_RMSE_str.pdf
md5:2729796216cde3c117a4597e9d354ba0 |
23.3 kB | Download |
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Figure4_Sigma.pdf
md5:c59c69d6eb028c1a91a31e89cc13aec3 |
5.8 kB | Download |
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Figure5_Singular.pdf
md5:330e6fdbd766c112cdf61867ac03e448 |
5.3 kB | Download |
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Figure6_CoverageSingular.pdf
md5:f1873e75b2514acf3d17d69c500b32bb |
7.9 kB | Download |
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Figure7_RMSE_sing.pdf
md5:642bd5b3fa3fd0f726164bcc68d69249 |
6.3 kB | Download |
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FigureS1_Beta1_Beta2.pdf
md5:884047ba95b17d6ac6b3c21af21f9921 |
31.0 kB | Download |
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FigureS2_RMSE_wk.pdf
md5:6de8525c750f3fb36558d53b034bb3c9 |
6.2 kB | Download |
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Modified_Harrison2015_Unbalanced.R
md5:da0a5e69dd8398aac2c4c452033cb3e1 |
11.1 kB | Download |
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PlottingCode.R
md5:ad8d18650505c6d139dea40ec4a405df |
19.9 kB | Download |
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SimData120.csv
md5:c419b11bd59942a7aa9573ee123c5b81 |
2.3 kB | Download |
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SimData30.csv
md5:55b86fe208a2d08cd06bbfbc082ab0a9 |
2.2 kB | Download |
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SimData60.csv
md5:ec2d1df4385d97ff0cf8bc2a3d4cb653 |
2.3 kB | Download |
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Table1_LMvsLMM.docx
md5:c41fdd7da273600a4a5b7fc11a47ddda |
13.6 kB | Download |
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Table_Figure_Captions.docx
md5:821f6bf527a14d30cac29fe73151c300 |
16.9 kB | Download |
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TableS1.csv
md5:894151e4f3959092792f72b2deb71689 |
13.7 kB | Download |
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TableS1.docx
md5:7a5b878122afef64e94de7da3e9d5d14 |
17.8 kB | Download |
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TableS2.csv
md5:960c669501879607ce0ea2f49d1b743c |
1.6 kB | Download |
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TableS3.csv
md5:853a133a717a925d7cc51f30e763017c |
1.2 kB | Download |
164
386
views
downloads
| All versions | This version | |
|---|---|---|
| Views | 164 | 79 |
| Downloads | 386 | 144 |
| Data volume | 3.1 MB | 1.2 MB |
| Unique views | 144 | 73 |
| Unique downloads | 150 | 71 |
Indexed in
- Publication date:
- April 11, 2021
- DOI:
-
- License (for files):
- Creative Commons Attribution 4.0 International