distance | R Documentation |
Calculate the distance correlation between two linear spaces.
distance(s1, s2, type = "dist", x = NULL)
s1 |
First space |
s2 |
Second space |
type |
Type of distance measures: |
x |
The covariate values, for canonical correlation only. |
The distance between s1
and s2
.
# two spaces
failEDR <- as.matrix(cbind(
c(1, 1, 0, 0, 0, 0),
c(0, 0, 1, -1, 0, 0)
))
B <- as.matrix(cbind(
c(0.1, 1.1, 0, 0, 0, 0),
c(0, 0, 1.1, -0.9, 0, 0)
))
distance(failEDR, B, "dist")
distance(failEDR, B, "trace")
N <- 300
P <- 6
dataX <- matrix(rnorm(N * P), N, P)
distance(failEDR, B, "canonical", dataX)
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