[R] adonis help - (non-parametric (permutational) manova)
stephen sefick
ssefick at gmail.com
Tue May 12 21:53:21 CEST 2009
I am trying to apply this technique (M.J Anderson 2001) to a dataset
of aquatic insect abundances. There is a sample in the unrestored and
restored segement of a stream for every time period. I would like to
compare the centroids of the distance matrices for the treatments up
(unrestored) and dn (restored) to see if there is a difference in
insect communities between the treatments. I will not include the raw
data in this posting as it is large for posting to the list; however,
I would be happy to provide it off list if it would make this easier
(and reproducible).
my environmental matrix (or factor matrix I am not sure of the
terminology) is set up like this:
date site
0104 dn 0104 dn
0106 dn 0106 dn
0203 dn 0203 dn
0503 dn 0503 dn
0704 dn 0704 dn
0803 dn 0803 dn
0804 dn 0804 dn
0805 dn 0805 dn
1005 dn 1005 dn
1102 dn 1102 dn
1204 dn 1204 dn
0104 up 0104 up
0106 up 0106 up
0203 up 0203 up
0503 up 0503 up
0704 up 0704 up
0803 up 0803 up
0804 up 0804 up
0805 up 0805 up
1005 up 1005 up
1102 up 1102 up
1204 up 1204 up
my site x species matrix is called a, so here is the call to adonis:
adonis(a~site, data=b, strata=b[,"date"] ,Permutations=999)
Is this the correct way of testing the null hypothesis that :
There is no difference in community structure between treatments.
Thank you very much in advance, and anything that you need to make
this easier please don't hessitate to ask.
regards,
--
Stephen Sefick
Let's not spend our time and resources thinking about things that are
so little or so large that all they really do for us is puff us up and
make us feel like gods. We are mammals, and have not exhausted the
annoying little problems of being mammals.
-K. Mullis
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