Please answer CLEARLY and LEGIBLE .4.10. In an office there are two boxes of thu
ID: 3069069 • Letter: P
Question
Please answer CLEARLY and LEGIBLE .4.10. In an office there are two boxes of thumb drives: Box A1 contains seven 100 ves and three 500 GB drives, and box A2 contains two 100 GB drives and eight 500 GB drives. A person is handed a box at random with prior probabilities P(A1)-| and P(A2-, possibly due to the boxes, respective locations. A drive is then selected at random and the event B occurs if it is a 500 GB drive. Using an equally likely assumption for each drive in the selected box, compute P(A1|B) and P(A2|B)
Explanation / Answer
Using conditional probability formula we have:
P(A1 | B) = P(A1 and B)/P(B)
Using total probability law, we have:
P(B) = P(B and A1) + P(B and A2)
Also,
P(B | A1) = P(A1 and B)/P(A1)
Since box A1 has 7 100gb drives and 3 500gb drives, so
P(B | A1) = 3/(7+3) = 0.3
So,
0.3 = P(A1 and B)/P(A1)
Also it is given that P(A1) = 2/3
So,
P(A1 and B) = 0.3*P(A1) = 0.3/(2/3) = 0.45
Similarly,
P(B | A2) = P(A2 and B)/P(A2)
Since box A2 has 2 100gb drives and 8 500gb drives, so
P(B | A2) = 8/(2+8) = 0.8
So,
0.8 = P(A2 and B)/P(A2)
Also it is given that P(A2) = 1/3
So,
P(A2 and B) = 0.8*P(A2) = 0.8*(1/3) = 0.267
So,
P(B) = 0.45 + 0.267 = 0.717
So, finally we have:
P(A1 | B) = P(A1 and B)/P(B) = 0.45/0.717 = 0.627
P(A2 | B) = P(A2 and B)/P(B) = 0.267/0.717 = 0.373
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