In: Statistics and Probability
Show all work. Answers are given.Use double integrals to answer questions
random variables A and B have joint probability density function given by
fA,B (a, b) = ab + a + b + 1, −1 ≤ a ≤ 1, −1 ≤ b ≤ 0
Use double integrals to answer the questions
(a) P(A ≤ ½).
Answer is 9/16
(b) P(−½ ≤ A ≤ ½ , −½ ≤ B ≤ ½ )
Answer is ⅜
(c) P(A ≥ B + 1)
Answer is 7/24
(d) calculate marginals fA(a) and fB(b).
Answer is fA(a) = (½)a + ½ if -1 ≤ a ≤ 1, fB(b) = 2b + 2 if -1 ≤ b ≤ 0
(e) Using marginal fa(a) to find P(A ≤ ½).
Answer is 9/16
(f) Show that A and B are independent by checking if fA,B = fAfB.
(g) use factoring arguments to show that A and B are independent.