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A continuous random variable X has the probability density function given by: f(x) = { kx(2-x), 0 <= x <= 2; 0, otherwise. (a) Show that k = 3/4 and compute the exact mean E(X) and variance Var(X). (b) Find the cumulative distribution function F(x) and evaluate the probability P(0.5 <= X <= 1.5).
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2 partsStep-by-step solution
5 stepsHere's how to solve this probability density function problem.
Part a· 3 steps
Show that and compute the exact mean and variance .
Show that .
For to be a valid probability density function, the integral over its entire domain must equal 1.
Since for and 0 otherwise, we integrate from 0 to 2:
Thus, .
Compute the exact mean .
The mean is given by .
The exact mean is .
Compute the exact variance .
First, we compute .
Now, we use the formula .
The exact variance is .
Part b
Find the cumulative distribution function and evaluate the probability .
Find the cumulative distribution function .
The CDF is defined as .
For :For :
For :
Combining these, the cumulative distribution function is:
Evaluate the probability .
We can calculate this probability using the CDF: .
Using :The probability is .
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