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Fig 1.

Example illustrating the taxonomic structure of 6 hypothetical OTUs.

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Fig 2.

Longitudinal OTU observations at l time points.

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Table 1.

Description of each model compared by simulation study.

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Table 2.

Estimated , Type I error and power, from 1000 replications.

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Table 3.

Estimated GEE correlations under correct correlation structure, OTU independence structure and time points independence structure, compared to Pearson correlations.

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Table 4.

Comparing test powers from 1P_GEE model to MTLC model when −log10 0 are replaced by 6, 5 4 and 3.

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Fig 3.

Taxonomic structure of 9 OTUs.

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Table 5.

Estimated effects of obesity status to OTUs and p-value.

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Table 6.

Estimated correlation coefficients between time points, twins and OTUs.

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