[R] reporting lme results

Ben Bolker bbolker at gmail.com
Mon Apr 18 15:22:16 CEST 2011


Pennell, Tanya <tp241 <at> exeter.ac.uk> writes:

> I have used lme4 and I have found a significant result 
> when using anova to compare model 1 and model 2 (where I
> took out an interaction).
> 
> The result looks like this:
> model.3: DIFFERENCE ~ (1 | MALE.ID)
> model.2: DIFFERENCE ~ MALE.SPECIES + (1 | MALE.ID)
>         Df    AIC    BIC  logLik  Chisq Chi Df Pr(>Chisq)
> model.3  3 1379.7 1387.1 -686.86
> model.2  4 1374.1 1384.0 -683.05 7.6235      1   0.005761 **
> ---
> Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
> 
> Just wondering how I would report this in a scientific paper?
> 

  I would say (for example) that a likelihood ratio test of
the effect of species on the difference was significant
(log-likelihood difference=3.81, p=0.0058).

  Or something like that.

  Questions like this might be more appropriate on the
r-sig-mixed-models list.



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