Given the characterizations of both the F and beta distributions in terms of gamma random variables, find the relationship between the F and beta. Show directly that, if Y has the standard exponential...

Given the characterizations of both the F and beta distributions in terms of gamma random variables, find the relationship between the F and beta.

Show directly that, if Y has the standard exponential distribution, then J = λY has the geometric distribution.