inst/snippet/mom-beta01.R

In fastR2: Foundations and Applications of Statistics Using R (2nd Edition)

beta.mom <- function(x, lower = 0.01, upper = 100) {
    x.bar <- mean (x)
    n <- length(x)
    v <- var(x) * (n-1) / n
    R <- 1 / x.bar - 1

    f <- function(a){ R * x.bar^2 / (a / x.bar + 1) - v }
    u <- uniroot(f, c(lower, upper))

    return(c(shape1 = u$root, shape2 = u$root * R))
}
x <- rbeta(50, 2, 5); beta.mom(x)