In: Statistics and Probability
Suppose we have the following pdf for the random variable X
f(x) ={x 0<=x<=1
c/x^2 1<=x<= infinity
0 otherwise
}
(a) 2 points Find the value c such that f(x) is a valid pdf.
(b) 3 points Find the cdf of X.
(c) 1 point Find the 75th percentile of X.
(a)
c is found by noting that the Total Probability = 1.
Thus, we get:
i.e.,
between limits1 to
Applying limits, we get:
0-(c) = 1
So,
c = 1
(b)
Thus,
pdf of X is given by:
,
for 1 X
The cdf of X is got by integrating f(x) between 1 to x as follows:
between limits 1 to x.
Applying limits, we get:
Thus, cdf of X is given by:
F(x) = 0 for x < 1
for
(c)
75th percentile is got as follows:
i.e.,
between limits 1 to x..
Applying limits, we get:
So,
we get:
So
75th percentile = 4