1. (4 marks) Check whether the mean and the variance of the following

Travis Fogle

Travis Fogle

Answered question

2021-11-29

1. (4 marks) Check whether the mean and the variance of the following distribution exist:
a. fx(x)=aπ(a2+x2)<x< (a is positive constant)
b. fx(x)={2x3x10else
2. (5 mark) Let X be a uniformly distributed random variable with probability density function:
fx(x)={a1<x<30else
FInd the distribution for the random variable of Y=X2

Answer & Explanation

Ourst1977

Ourst1977

Beginner2021-11-30Added 21 answers

Step 1
Question 1:
(a) Here fx(x) is pdf of Cauchy distribution and we know that mean and variance does not exist for Cauchy distribution, since E|X| does not exist for this pdf.
(b) Mean exist in this case, but variance does not exist as E|X2| does not exist.
Step 2
Question 2:
The pdf of Y is
fY(y)={ay,0<y<1a2y,1<y<9 where a=14

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