I have a data base from 2011.
I have a 3 fixed factors model as this:
Y=m + Zo + Si(Zo) + Depth*Si(Zo) + e
Where:
m: mean
Zo: Zones in a coral reef (5 of them)
Si: Sites contained (nested) in the Zones (6 of them)
Depth: As it self. There are 2 levels for this factor -Shallow and Deep-.
3 sites of a Zone were supposed to be Shallow and the another 3 Deep.
But now I figured out that only 2 zones are balanced (3 deep sites and 3 shallow sites), and the remaining 3 zones are like this:
4 shallow and 2 deep
2 shallow and 4 deep and finally
0 deep and 6 shallow.
Finally (Thank you very much if you arrived here) the question is:
Which new hypothesis can I generate?
What would be the new experimental design?
If you think more information is needed let me know at