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spawned additional sections for microbiome exploration dedicated to s…
…pecial aspects
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# Microbiome Exploration {#microbiome-exploration} | ||
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```{r setup, echo=FALSE, results="asis"} | ||
library(rebook) | ||
chapterPreamble() | ||
``` | ||
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## Alpha diversity | ||
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## Beta diversity | ||
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### Community comparisons | ||
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PERMANOVA and other methods. | ||
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### Visualizing beta diversity | ||
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Ordination with PCoA, UMAP, and other methods. | ||
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## Session Info {-} | ||
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```{r sessionInfo, echo=FALSE, results='asis'} | ||
prettySessionInfo() | ||
``` |
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# Microbiome Community {#microbiome-community} | ||
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```{r setup, echo=FALSE, results="asis"} | ||
library(rebook) | ||
chapterPreamble() | ||
``` | ||
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## Community composition | ||
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Heatmaps | ||
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## Community typing | ||
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- Community State Types (CST) | ||
- Dirichlet Multinomial Mixtures (DMM) | ||
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## Session Info {-} | ||
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```{r sessionInfo, echo=FALSE, results='asis'} | ||
prettySessionInfo() | ||
``` |
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# Differential abundance {#differential-abundance} | ||
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```{r setup, echo=FALSE, results="asis"} | ||
library(rebook) | ||
chapterPreamble() | ||
``` | ||
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A number of methods for differential abundance analysis are available, | ||
and reviewed elsewhere. | ||
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## Session Info {-} | ||
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```{r sessionInfo, echo=FALSE, results='asis'} | ||
prettySessionInfo() | ||
``` |
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