4. (i) Let a be a positive constant and f(x) = ax² e −4x x = R. Find a such that f(x) is a probability density function. [6 Marks] (ii) Let X be a random variable with probability density function in (i) (a) Find (A), the characteristic function of the random variable X. (b) Using (A), calculate E(X) and Var(X). [15 Marks] [14 Marks]
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- Let X be a random variable with pdf f(x) = kx*,-1Let X be a random variable with pdf: f(x)= k(10 - 2x) for x being [0,5] a.) Find k b.) Find E(X) c.) Find Var(X) d.) Find E(3 *squareroot(X))The random variables X and Y have a joint probability density function given by f(x, y) = way, 0 < x < 3 and 1 < y < x, and 0 otherwise.For the probability density function f defined on the random variable x, find (a) the mean of x, (b) the standard deviation of x, and (c) the probability that the random variable x is within one standard deviation of the mean. f(x)= 1/93x2 , [4,7] A) find the mean B)find the standard deviation C)Find the probability that the random variable x is within one standard deviation of the mean. (round to three decimal places as needed)The continuous random variable X has a the following probability density function: p(x) = - {² (1-4) LISA, |I|> A' where A> 0 is a constant. (a) Sketch p(x). (b) Show that p(x) is a proper probability density function. (c) Find Pr(x ≤ 1) as a function of A and evaluate this in the case of λ = 2.Let X and Y have the joint probability density functionf(x, y) = 5, for 0 < x < y < 1.(i) Find the marginal probability density function of X and Y.(ii) Find the conditional probability density function of X, given Y = y.(iii) Find the conditional mean of X, given Y = y.(iv) Find the conditional variance of X, given Y = y.Let X1, X2, and X3 be independent random variables from (-1, 1). Find the probability density function and the expected value of the random variable [X(1) + X(2)]/2.The lung cancer hazard rate λ(t) of a t-year-old male smoker is such that λ(t) = 0.027 + 0.00025(t-40)2, and t >= 40. Assuming that a 40-year-old male smoker survives all other hazards, (a) what is the probability that he survives to age 50 without contracting lung cancer?(b) what is the probability that he survives to age 60 without contracting lung cancer?The density function of a random variable is fx (x) =e* for x20 otherwise (b) E (X) Find (a) E(X) (c) E [(X- 1)]SEE MORE QUESTIONS