Combine Two Distribution Functions — combine_ecdfs • BMisc

Combines two distribution functions with given weights by `weights`

Usage

combine_ecdfs(y.seq, ecdflist, weights = NULL, ...)

Arguments

y.seq: sequence of possible y values
ecdflist: list of ecdf objects (distribution functions) to combine
weights: a vector of weights to put on each distribution function; if weights are not provided then equal weight is given to each distribution function
...: additional arguments that can be past to BMisc::make_dist

Value

ecdf

Examples

x <- rnorm(100)
y <- rnorm(100, 1, 1)
Fx <- ecdf(x)
Fy <- ecdf(y)
both <- combine_ecdfs(seq(-2, 3, 0.1), list(Fx, Fy))
plot(Fx, col = "green")
plot(Fy, col = "blue", add = TRUE)
plot(both, add = TRUE)