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t97
2007 May 24
4
Function to Sort and test AIC for mixed model lme?
...running a series of mixed models using lme, and I wonder if there
is a way to sort them by AIC prior to testing using anova
(lme1,lme2,lme3,....lme7) other than by hand.
My current output looks like this.
anova
(lme.T97NULL.ml,lme.T97FULL.ml,lme.T97NOINT.ml,lme.T972way.ml,lme.T97fc.
ml, lme.T97ns.ml, lme.T97min.ml)
Model df AIC BIC logLik Test
L.Ratio p-value
lme.T97NULL.ml 1 3 624.3053 635.0671 -309.1527
lme.T97FULL.ml 2 14 508.7594 558.9809 -240.3797 1 vs 2
137.54588 <.0001
lme.T97NOINT.ml 3 7 564.8574 589.9682 -275.4287 2 vs 3...