Maximum variable size error during ANOVAN
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I am trying to run a 2-way random effects ANOVA on a set of data in MATLAB. This is the code I am using:
[pval table stats terms] = anovan(modelfit, {RATEES RATERS},...
'model', 'interaction', 'random', 2, 'varnames', {'RATEE' 'RATER'})
However, doing this gives me the error:
??? Maximum variable size allowed by the program is exceeded.
Error in ==> termcross at 13
ab = a(:,acols) .* b(:,bcols);
Error in ==> anovan>maketerm at 1470
tdum = termcross(termdum{k}, tdum);
Error in ==> anovan>makedummyterms at 1122
[tdum,vars,tn,df0,tconstr] = maketerm(tm,isnested,varinfo,j,sindex,...
Error in ==> anovan at 199
terminfo = makedummyterms(sindex, termlist, varinfo, ...
I know what this error means, but I don't really understand why I am getting it here. If I modify my code to any one of the following, it will work without error, but it isn't giving me the data I need:
[pval table stats terms] = anovan(modelfit, {RATEES RATERS},...
'random', 2, 'varnames', {'RATEE' 'RATER'})
[pval table stats terms] = anovan(modelfit, {RATEES RATERS})
It just doesn't work when I try to use the 'interaction' model. Why? Do I really just have too much data? The size of each of my input variablee (modelfit, RATEES, RATERS) are all 14879 x 1. That is, 1 column arrays with 14879 values.
If this is really too much, how do I go about getting the interaction effects I need?
In case it is relevant, I am using a 64-bit Mac OS X 10.6.8 (Snow Leopard) and MATLAB R2008a.
Sidenote: I also don't understand how to use the 'random' element of the anovan command. I have to put in an index, but it only lets me choose a single variable to be a random effect? I want both RATEES and RATERS to be random, but it only lets me choose one! Why is MATLAB so inflexible for this type of analysis?
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