[R] repeated measures anova, car package
Kay Cichini
Kay.Cichini at uibk.ac.at
Tue Mar 2 09:57:33 CET 2010
Hello John,
As you said, I could also take a means model and test linear hypothesis for
the desired effects - would this also be the case for the repeated measure i
did in the first place.
I copied the model from the car model where you first call:
> modx<-lm(cbind(div_h, div_l) ~ site, divrep)
(?Could I test linear hypothesis here, instead of continuing as I did
beneath)
> idat
cover
1 high
2 low
> (av.ok1 <- Anova(modx, idata=idat, idesign=~cover))
Type II Repeated Measures MANOVA Tests: Pillai test statistic
Df test stat approx F num Df den Df Pr(>F)
site 1 0.49908 9.9631 1 10 0.010220 *
cover 1 0.28145 3.9169 1 10 0.075984 .
site:cover 1 0.53963 11.7216 1 10 0.006507 **
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
> divrep
repl. site div_h div_l
1 1 Scrub 4.18 5.23
2 2 Scrub 5.47 7.18
3 3 Scrub 3.74 4.97
4 4 Scrub 2.62 5.17
5 5 Scrub 3.33 6.43
6 6 Scrub 1.62 8.96
7 1 Tall_Forb 4.70 3.88
8 2 Tall_Forb 3.65 1.97
9 3 Tall_Forb 2.50 1.19
10 4 Tall_Forb 1.87 2.37
11 5 Tall_Forb 5.33 3.56
12 6 Tall_Forb 3.06 3.60
Your answers helped a lot -
Thank you very much for the quick reply!
Best wishes,
Kay
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