i need your assistance. I am trying to analyze the safe haven properties of an asset against another. I have the conditional correlation of the two assets, but i don't know how to get the quantile 10, 5 and 1 percent to determine whether the asset is a safe haven, diversifier or hedge.
R has a quantile
function that you can use to determine the quantiles of a numeric vector. It seems like you are asking about that ?
Yes. I have tried to search for it. But I couldn't find it.
The quantile function is part of base R. Here is its usage from the help section accessed with ?quantile
.
quantile(x, probs = seq(0, 1, 0.25), na.rm = FALSE,
names = TRUE, type = 7, digits = 7, ...)
Here is an example of using it with a vector.
DataSet <- rnorm(100)
quantile(DataSet, probs = c(0.10, 0.05, 0.01))
10% 5% 1%
-1.020569 -1.173271 -1.862599
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