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@chr1swallace
Created July 18, 2013 12:08
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For Niko: linear transformations affect covariance but not correlation
library(MASS)
data<-mvrnorm(n=100, mu=c(1,2), Sigma=matrix(c(1,0.5,0.5,1),2))
colnames(data) <- c("x","y")
var(data)
cor(data)
data[,"x"] <- data[,"x"] + 3
var(data) # unchanged
cor(data) # unchanged
data[,"x"] <- data[,"x"] * 0.2
var(data) # CHANGED
cor(data) # unchanged
data[,"x"] <- exp(data[,"x"])
cor(data) # CHANGED
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