Detecting differential growth of microbial populations with Gaussian process regression

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Figure 2.
Figure 2.

Growth parameters estimated using GP regression. (A,B) Correlation of parameter estimates of μmax (A) and carrying capacity A (B) between Gompertz and GP regression. Dotted line represents the line y = x. (C) Posterior representations of growth parameters μmax, carrying capacity, and AUC are shown for each strain under standard conditions (blue) and oxidative stress (red). Points represent posterior mean; error bars, 95% credible regions.

This Article

  1. Published in Advance November 18, 2016, doi: 10.1101/gr.210286.116 Genome Res. 27: 320-333

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