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  • $\begingroup$ Smaller is better in the R representation, yes? $\endgroup$ Commented Oct 27, 2011 at 17:06
  • $\begingroup$ Thanks for your reply. I found that the difference in AIC between the two models is only 2. $\endgroup$ Commented Oct 27, 2011 at 17:08
  • $\begingroup$ The smaller model has a slightly larger AIC and BIC AIC: large-small AIC= -2 BIC: large-small BIC- 7.8 $\endgroup$ Commented Oct 27, 2011 at 17:20
  • $\begingroup$ Aaron.. oops... lower, fixed... $\endgroup$ Commented Oct 27, 2011 at 20:45
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    $\begingroup$ Just to clear something up, this additional term is just another covariate, and there is very little collinearity. $\endgroup$ Commented Oct 29, 2011 at 18:42