r:repeated_measures_anova
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Repeated measures ANOVA
demo1 <- read.csv("https://stats.idre.ucla.edu/stat/data/demo1.csv")
## Convert variables to factor
demo1 <- within(demo1, {
group <- factor(group)
time <- factor(time)
id <- factor(id)
})
par(cex = .6)
with(demo1, interaction.plot(time, group, pulse,
ylim = c(5, 20), lty= c(1, 12), lwd = 3,
ylab = "mean of pulse", xlab = "time", trace.label = "group"))
demo1.aov <- aov(pulse ~ group * time + Error(id), data = demo1)
summary(demo1.aov)
>
> demo1 <- read.csv("https://stats.idre.ucla.edu/stat/data/demo1.csv")
> ## Convert variables to factor
> demo1 <- within(demo1, {
+ group <- factor(group)
+ time <- factor(time)
+ id <- factor(id)
+ })
>
> par(cex = .6)
>
> with(demo1, interaction.plot(time, group, pulse,
+ ylim = c(5, 20), lty= c(1, 12), lwd = 3,
+ ylab = "mean of pulse", xlab = "time", trace.label = "group"))
>
> demo1.aov <- aov(pulse ~ group * time + Error(id), data = demo1)
> summary(demo1.aov)
Error: id
Df Sum Sq Mean Sq F value Pr(>F)
group 1 155.04 155.04 3721 1.3e-09 ***
Residuals 6 0.25 0.04
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Error: Within
Df Sum Sq Mean Sq F value Pr(>F)
time 2 0.0833 0.04167 1 0.397
group:time 2 0.0833 0.04167 1 0.397
Residuals 12 0.5000 0.04167
>
>
r/repeated_measures_anova.1591198948.txt.gz · Last modified: by hkimscil

