Variable selection for microbiome data.
<p>Performance at task of variable selection on microbiome data simulated under a “scale-free” or “band” OTU network structure and with response generated with <i>q</i> = 3 random effects. In panel A, the columns identify different random effect covariance (Ψ<sub><i>θ&l...
محفوظ في:
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| مؤلفون آخرون: | , |
| منشور في: |
2025
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إضافة وسم
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| الملخص: | <p>Performance at task of variable selection on microbiome data simulated under a “scale-free” or “band” OTU network structure and with response generated with <i>q</i> = 3 random effects. In panel A, the columns identify different random effect covariance (Ψ<sub><i>θ</i></sub>) structures, while the row faceting (and color) indicates the OTU correlation-structure. The Y-axis corresponds to false positive rate. In panel B, the height of each bar indicates the proportion of simulated data sets in which the model identifies all 11 true non-zero coefficients. For complete results across different ranges of true positive rates, refer to Table F in <a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1012143#pcbi.1012143.s002" target="_blank">S1 Tables</a>.</p> |
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