In: Statistics and Probability
For each part of this question, complete the statement or statements by typing in your answers in the provided spaces:
The probability (up to 4 decimal places if needed) that events A or B (or both) occur is ______
The probability (up to 4 decimal places if needed) that event B occurs given that A occurs is ______
Complete the following contingency table by typing the appropriate probabilities (to 2-decimal places in the spaces provided
A AC total
B ____ ____ ____
BC ____ ____ ____
Total ____ ____ ____
c. Given the following probability distribution of X:
x P(x)
0 .15
1 .20
2 .40
3 .25
The expected value (to 2-decimal places) of X is _____
If Y = 3 + 4X, the expected value (to 2 decimal places) of Y is _____
(a)
(i)
P(A) = 0.55
P(B) = 0.60
P(AB) = 0.35
So,
The probability (up to 4 decimal places if needed) that events A or B (or both) occur is = P(A+B) = P(A) + P(B) - P(AB)
= 0.55 +0.60 - 0.35
= 0.8000
So,
Answer is:
0.8000
(ii)
The probability (up to 4 decimal places if needed) that event B occurs given that A occurs is = P(B/A) = P(AB)/ P(A)
= 0.35/0.55
= 0.6364
So,
Answer is:
0.6364
(b)
(i)
Given:
P(A) = 0.40
P(B) = 0.70
P(B/A) = 0.4
So,
P(AB) = P(B/A) X P(A)
= 0.4 X 0.4
= 0.16
(ii)
The contingency table is filled up as follows:
A | AC | Total | |
B | 0.16 | 0.54 | 0.70 |
BC | 0.40 - 0.16 = 0.24 | 0.06 | 0.30 |
Total | 0.40 | 0.60 | 1.00 |
(c)
(i)
From the given data, the following Table is calculated:
x | p | x p |
0 | 0.15 | 0 |
1 | 0.20 | 0.20 |
2 | 0.40 | 0.80 |
3 | 0.25 | 0.75 |
Total |
So,
The expected value (to 2-decimal places) of X is 1.75
(ii)
E(Y) = 3 + 4 E(X) = 3 + (4 X 1.75) = 10
So,
Answer is:
10