[R] How to read ANOVA output
Stephen Liu
satimis at yahoo.com
Wed Aug 18 09:42:23 CEST 2010
Hi folks,
Where can I find document re "how to read anova output"? Google found many of
them. But seemingly non of them can explain to me following output:-
> tabA = c(5.67, 5.67, 5.55, 5.57)
> tabB = c(5.75, 5.47, 5.43, 5.45)
> tabC = c(4.74, 4.45, 4.65, 4.94)
> tabs = data.frame(tabA, tabB, tabC)
> tablets = stack(tabs)
> anova(lm(values ~ ind, data = tablets))
Analysis of Variance Table
Response: values
Df Sum Sq Mean Sq F value Pr(>F)
ind 2 2.05787 1.02893 45.239 2.015e-05 ***
Residuals 9 0.20470 0.02274
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
> TukeyHSD(aov(values ~ ind, data = tablets))
Tukey multiple comparisons of means
95% family-wise confidence level
Fit: aov(formula = values ~ ind, data = tablets)
$ind
diff lwr upr p adj
tabB-tabA -0.09 -0.3877412 0.2077412 0.6866791
tabC-tabA -0.92 -1.2177412 -0.6222588 0.0000321
tabC-tabB -0.83 -1.1277412 -0.5322588 0.0000731
Please help. TIA
B.R.
Stephen L
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