Function of random variable, limits of integration

Gauss M.D.
Messages
151
Reaction score
1

Homework Statement



X is uniformly distributed over [-1,1]. Compute the density function f(y) of Y = 2X2 + 1.


Homework Equations





The Attempt at a Solution



FY(Y) = P(Y < y) = P(2X2 + 1 < y) = P(X < +\sqrt{1/2(y-1)} = FX(+\sqrt{1/2(y-1)})

We have that f(x) = 0.5 for -1 < x < 1, so we should integrate f(x) from -1 to +\sqrt{1/2(y-1)} to get FY(y), and then take the derivative of that to get f(y).

But how do I deal with the + in front of the square root? What does P(X < +\sqrt{1/2(y-1)} even mean? "The probability that X is smaller than plus minus x" doesn't seem to make much sense to me!
 
Physics news on Phys.org
I guess it means X is BETWEEN -\sqrt{1/2(y-1)} and +\sqrt{1/2(y-1)}? But how do I figure out which bounds y has in that case?
 
You are told that X lies between -1 and 1. 2X^2+ 1 is a parabola which has a minimum at Y= 1 (when X= 0) and a maximum of Y= 3 (at x= -1 and 1).

Now, the problem asks you to find the "probability density function" for Y so why are you integrating at all?
 
I'm trying to find F(y) so I can take the derivative and get f(y). Basically trying to follow lecture notes...
 
There are two things I don't understand about this problem. First, when finding the nth root of a number, there should in theory be n solutions. However, the formula produces n+1 roots. Here is how. The first root is simply ##\left(r\right)^{\left(\frac{1}{n}\right)}##. Then you multiply this first root by n additional expressions given by the formula, as you go through k=0,1,...n-1. So you end up with n+1 roots, which cannot be correct. Let me illustrate what I mean. For this...
Back
Top