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In only the most reduced dataset (IM reduced dataset 1) for Ci is there a relatively flat distribution of posterior probability for higher migration levels (amplified 10 × in Fig. 5 for clarity).
CASI data gave a regression coefficient of R2 = 0.41 (p < 0.05) on a reduced dataset.
We compute a 2-D BiFold embedding to support visualization of this reduced dataset.
We keep the preprocessed data together with the original time series and attach the reduced dataset as searchable metadata.
Only the two SNPs and bilirubin were retained as significant covariates with the reduced dataset.
Bilirubin effect on Q was apparent and remained the most significant demographic or lab covariate with the reduced dataset.
However, significant effects of blood urea nitrogen on CL and alanine aminotransferase on V2 that were observed in the full dataset disappeared with use of the reduced dataset.
Whereas all the other predictions for Enterobacteriaceae remained unchanged, 2 of the wrongly assigned E. coli were corrected using the reduced dataset.
Subsequent analyses were performed on this reduced dataset.
The first method involves regional averaging on a reduced dataset.
All subsequent expression analysis was carried out on this reduced dataset.
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