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TuomasBorman committed Nov 18, 2024
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Expand Up @@ -124,7 +124,6 @@ are distinct. If this assumption isn’t met, it can affect the interpretation o
the results, so it’s important to check this assumption before drawing
conclusions.


```{r}
#| label: permanova
Expand All @@ -136,8 +135,6 @@ res <- getPERMANOVA(
res
```

Here’s a refined version of your text with improved clarity and flow:

The output includes both PERMANOVA and homogeneity results. When PERMANOVA
results are significant, we check the homogeneity results to ensure reliability.
A non-significant homogeneity result indicates that group dispersions are
Expand All @@ -148,6 +145,12 @@ In our case, PERMANOVA results are significant, and the homogeneity test shows
that group dispersion is indeed homogeneous. This suggests that _SampleType_
explains the variance in the microbial profile.

PERMANOVA and distance-based redundancy analysis (dbRDA) are closely related,
and often they give similar results. However, their assumptions are different;
while PERMANOVA is non-parametric method, dbRDA assumes linear relationships in
dissimilarity matrix. However, dbRDA can be used more broadly as the ordination
can also be visualized.

## Unsupervised ordination {#sec-unsupervised-ordination}

Unsupervised ordination methods analyze variation in the data without additional
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