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r:standard_error

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Standard deviation:

plot(seq(-3.2,3.2,length=50),dnorm(seq(-3,3,length=50),0,1),type="l",xlab="",ylab="",ylim=c(0,0.5))
segments(x0 = c(-3,3),y0 = c(-1,-1),x1 = c(-3,3),y1=c(1,1))
text(x=0,y=0.45,labels = expression("99.7% of the data within 3" ~ sigma))

arrows(x0=c(-2,2),y0=c(0.45,0.45),x1=c(-3,3),y1=c(0.45,0.45))
segments(x0 = c(-2,2),y0 = c(-1,-1),x1 = c(-2,2),y1=c(0.4,0.4))
text(x=0,y=0.3,labels = expression("95% of the data within 2" ~ sigma))

arrows(x0=c(-1.5,1.5),y0=c(0.3,0.3),x1=c(-2,2),y1=c(0.3,0.3))
segments(x0 = c(-1,1),y0 = c(-1,-1),x1 = c(-1,1),y1=c(0.25,0.25))
text(x=0,y=0.15,labels = expression("68% of the data within 1" * sigma),cex=0.9)

see this blog for about layout of figures

par(mfrow=c(2,2)) 
x1 <- rnorm(100)
x2 <- rnorm(1000)
x3 <- rnorm(10000)
x4 <- rnorm(100000)
hist(x1)
hist(x2)
hist(x3)
hist(x4)
par(mfrow=c(1,1))
sex1 <- sd(x1) / sqrt(length(x1))
sex2 <- sd(x2) / sqrt(length(x2))
sex3 <- sd(x3) / sqrt(length(x3))
sex4 <- sd(x4) / sqrt(length(x4))

sex1
sex2
sex3
sex4
r/standard_error.1505347403.txt.gz · Last modified: 2017/09/14 08:33 by hkimscil

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