[R-sig-eco] Adonis model help
Josie Galbraith
josie.galbraith at gmail.com
Tue Nov 4 03:18:29 CET 2014
Hi all,
I'm new to community data analysis in R and was hoping to get some feedback
on my intended approach using adonis.
The primary aim is to test the effect of treatment group (FOOD: F or N) on
community assemblage. I have repeated measures data so I have included
SITE ID as a random factor and constrained permutations to within sites
(using the ‘strata’ argument). I want to include survey month (categorical
factor) as a fixed effect in the models to look at temporal variability,
and also want to include 2 other variables as random factors: vegetation
and background feeding level. (Structure of data given below).
Is the following appropriate?
adonis(Dmatrx ~TREAT*MONTH + VEG + BKF + SITE, data=Dmetadata,
strata=Dmetadata$SITE, permutations = 999)
Thanks in advance,
Josie
'data.frame': 413 obs. of 6 variables:
$ MONTH : Factor w/ 18 levels "5","6","7","8",..: 1 1 1 1 1 1 1 1 1 1 ...
$ SITE : Factor w/ 23 levels "ABER","BAYS",..: 1 9 22 19 6 14 15 4 23 18
...
$ FOOD : Factor w/ 2 levels "F","N": 2 1 1 2 2 1 2 1 1 2 ...
$ VEG : Factor w/ 3 levels "1","2","3": 3 1 2 1 2 1 1 2 2 3 ...
$ BKF : Factor w/ 3 levels "High","Low","Med": 3 3 3 3 1 3 3 1 1 3 ...
--
*Josie Galbraith*
PhD student
*University of Auckland *
Joint Graduate School in Biodiversity and Biosecurity ● School of
Biological Sciences ● Tamaki Campus ● Private Bag 92019 ● Auckland 1142* ●
P:* 09-373 7599 ext. 83132
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