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Multivariate Linear Mixed Model in lme4
3 messages · Muhammad Yaseen, David Afshartous
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Muhammad, See previous discussion at http://markmail.org/thread/x3vvbuqvpsdbjz5h, and the article by Doran that is mentioned. Cheers, david
On 10/22/2011 02:47 PM, Muhammad Yaseen wrote:
Hello All,
I wonder how to fit multivariate linear mixed model with `lme4`. I fitted
univariate linear mixed models with the following code:
library(lme4)
lmer.m1<- lmer(Y1~A*B+(1|Block)+(1|Block:A), data=Data)
summary(lmer.m1)
anova(lmer.m1)
lmer.m2<- lmer(Y2~A*B+(1|Block)+(1|Block:A), data=Data)
summary(lmer.m2)
anova(lmer.m2)
I'd like to know how to fit multivariate linear mixed model with `lme4`. The
data is below:
Block A B Y1 Y2
1 1 1 135.8 121.6
1 1 2 149.4 142.5
1 1 3 155.4 145.0
1 2 1 105.9 106.6
1 2 2 112.9 119.2
1 2 3 121.6 126.7
2 1 1 121.9 133.5
2 1 2 136.5 146.1
2 1 3 145.8 154.0
2 2 1 102.1 116.0
2 2 2 112.0 121.3
2 2 3 114.6 137.3
3 1 1 133.4 132.4
3 1 2 139.1 141.8
3 1 3 157.3 156.1
3 2 1 101.2 89.0
3 2 2 109.8 104.6
3 2 3 111.0 107.7
4 1 1 124.9 133.4
4 1 2 140.3 147.7
4 1 3 147.1 157.7
4 2 1 110.5 99.1
4 2 2 117.7 100.9
4 2 3 129.5 116.2
Thank in advance for your time and cooperation.
*MYaseen208*
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David Afshartous, Ph.D. Research Associate Professor School of Medicine Department of Biostatistics Vanderbilt University