Density function of product of random variables

  • #1
suppose you have two random variables X and Y which are independent,
we want to form a new random variable Z=XY, if f(x) and f(y) are density functions
of X and Y respectively what is the density function of Z?

I tried taking logs and applying convolution, but it did not really work
 

Answers and Replies

  • #2
It isn't clear to me from your writing whether X and Y have the same distribution - you used the same name for their densities - but think about this start: it will work whether they are identically distributed or not. Start with this
[tex]
P(Z \le z) = E_Y \left[P\left( XY \le z \mid Y = y\right) \right]
[/tex]

and see what develops.
 

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