[R] How to calculate the correct SE in a nested or spliplot anova?
Ronaldo Reis-Jr.
chrysopa at gmail.com
Thu Jun 2 13:43:25 CEST 2005
Hi!
How to calculate the correct SE of mean in a nested or spliplot anova?
Nested example:
---------------------
m <- aov(Glycogen~Treatment+Error(Treatment/Rat/Liver))
> m
Call:
aov(formula = Glycogen ~ Treatment + Error(Treatment/Rat/Liver))
Grand Mean: 142.2222
Stratum 1: Treatment
Terms:
Treatment
Sum of Squares 1557.556
Deg. of Freedom 2
Estimated effects may be unbalanced
Stratum 2: Treatment:Rat
Terms:
Residuals
Sum of Squares 797.6667
Deg. of Freedom 3
Residual standard error: 16.3061
Stratum 3: Treatment:Rat:Liver
Terms:
Residuals
Sum of Squares 594
Deg. of Freedom 12
Residual standard error: 7.035624
Stratum 4: Within
Terms:
Residuals
Sum of Squares 381
Deg. of Freedom 18
Residual standard error: 4.600725
>
--------------------
I need to make a barplot with error bar for treatment. How to calculate the
correct SE?
SplitPLot example:
--------------------
> m <-
aov(yield~irrigation*density*fertilizer+Error(block/irrigation/density/fertilizer))
> m
Call:
aov(formula = yield ~ irrigation * density * fertilizer +
Error(block/irrigation/density/fertilizer))
Grand Mean: 99.72222
Stratum 1: block
Terms:
Residuals
Sum of Squares 194.4444
Deg. of Freedom 3
Residual standard error: 8.050765
Stratum 2: block:irrigation
Terms:
irrigation Residuals
Sum of Squares 8277.556 1411.778
Deg. of Freedom 1 3
Residual standard error: 21.69315
8 out of 9 effects not estimable
Estimated effects are balanced
Stratum 3: block:irrigation:density
Terms:
density irrigation:density Residuals
Sum of Squares 1758.361 2747.028 2787.944
Deg. of Freedom 2 2 12
Residual standard error: 15.24233
8 out of 12 effects not estimable
Estimated effects may be unbalanced
Stratum 4: block:irrigation:density:fertilizer
Terms:
fertilizer irrigation:fertilizer density:fertilizer
Sum of Squares 1977.4444 953.4444 304.8889
Deg. of Freedom 2 2 4
irrigation:density:fertilizer Residuals
Sum of Squares 234.7222 3108.8333
Deg. of Freedom 4 36
Residual standard error: 9.292819
Estimated effects may be unbalanced
-----------------------
I need the SE for each combination. How to calculate this?
Thanks for all.
Ronaldo
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