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Make minor edits to appendix
- resolve conflict between equation labels - add note to make point about constant fold errors in next version
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appendix.Rmd

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@@ -124,7 +124,7 @@ The error in the total density depends on the species composition through the me
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How does this error affect the measured densities of individual species when the total is used for normalization?
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Substituting the mean efficiency of the total measurement for the error term in Equation \@ref(eq:density-prop-error) gives
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\begin{align}
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(\#eq:app-density-prop-error)
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(\#eq:density-prop-error-with-total-error)
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\widehat{\text{density}}_{i}(a)
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= \text{density}_{i}(a) \cdot \frac{\text{efficiency}_{i} \cdot \text{efficiency}^{\text{tot}}_S(a)}{\text{efficiency}_S(a)}.
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\end{align}
@@ -217,7 +217,7 @@ NOTE: This might not be a correct way to talk about this; should perhaps make a
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To understand the impact of non-linearity after bias has been accounted for, let $C(a)$ be a sample-specific factor that accounts for DNA extraction non-linearity after controlling for bias.
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From Equation \@ref(eq:density-prop-error), we have the more general equation
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\begin{align}
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(\#eq:app-density-prop-error)
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(\#eq:density-prop-error-linearity)
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\widehat{\text{density}}_{i}(a)
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= \text{density}_{i}(a) \cdot \frac{\text{efficiency}_{i} \cdot \text{efficiency}^{\text{tot}}_S(a)}{\text{efficiency}_S(a)} \cdot C(a).
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\end{align}
@@ -337,3 +337,4 @@ It is also possible to directly measure cell density using methods.
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Some species can be measured by CFU counting after plating on selective media (REFs), and ddPCR has been used to direct measure cells (@dreo2014opti, @morella2018rapi) and viruses (@pavsic2016digi, @morella2018rapi) without first performing an extraction.
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Species-specific florescent probes also make it possible to measure individual species via microscopy or flow cytometry (REFs).
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TODO: Argue that these methods may yield constant fold errors.

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