65 Using the clues given below fill in the rest of the joint
65. Using the clues given below, fill in the rest of the joint distribution. There is only one answer: Fork = 1,2,3, P(Y= 1|X= k) = 2/3, P(X= k|Y= 1) = k/6.
Solution
The table can be represented as:
Where A, B , C, D, E and F are the missing probabilities.
Total probability = A + B + C + D + E + F = 1
P(Y=1 | X=1) = A / (A +D) = 2/3
So A = 2D
P(Y=1 | X=2) = B / (B +F) = 2/3
So B = 2F
P(Y=1 | X=3) = C / (C +E) = 2/3
So C = 2E
P(X=1 | Y=1) = 1/6
So A / (A + B +C) = 1/6
P(X=2 | Y=1) = 2/6
So B / (A + B +C) = 2/6
P(X=3 | Y=1) = 3/6
So C / (A + B +C) = 3/6
From above 3 equations: B = 2A and C = 3A
D = A/2 ; F = B/2 = A ; E = C/2 = 3A/2
A + 2A + 3A + A/2 + A + 3A/2 = 1
A = 1/9
B = 2/9
C = 3/9 = 1/3
D = 1/18
E = 1/6
F = 1/9
Answer:
| Y | X=1 | 2 | 3 |
| 1 | A | B | C |
| 2 | D | 0 | E |
| 3 | 0 | F | 0 |
