Mean of a function of a Gamma random variable

Discussion in 'CS1' started by idk, Oct 21, 2022.

  1. idk

    idk Made first post

    Let X a random variable that follows Gamma with parameters a=1 and b=2. That is
    fX (x) = xe(−x). Let a function g(x)= 10 if 0<x<3 and 3+4(x-2) if x>3. Then calculate the mean value of g(x).

    I suppose that i have take the integral of the g(x) from 0 to 3 of 10*f(x) and integral from 3 to infinity of [3+4(x-2)]*f(x) and then i will come up with E[X|X>3].

    Is that correct? If yes is there any way to calculate the integral of x^{2}exp{-x} 'faster' than analyticaly?

    Thanks
     
  2. Andrea Goude

    Andrea Goude ActEd Tutor Staff Member

    Hi Idk

    I don't recognise that question from the course notes or IFOA, so please share a reference if you have one.

    Did you mean a Gamma(2,1)?

    'I suppose that i have take the integral of the g(x) from 0 to 3 of 10*f(x) and integral from 3 to infinity of [3+4(x-2)]*f(x)'
    Yes, your integrals are correct, generally you want the integral of g(x)*fX(x) dx for all values of x, and this will give you the E[g(X)].

    Generally, I would integrate 'x^{2}exp{-x}' by parts.

    Andrea
     

Share This Page