For the events A and B,
P(A ∩ B') = 0.32, P(A' ∩ B) = 0.11 and P(A ∪ B) = 0.65 - Edexcel - A-Level Maths Statistics - Question 6 - 2006 - Paper 1
Question 6
For the events A and B,
P(A ∩ B') = 0.32, P(A' ∩ B) = 0.11 and P(A ∪ B) = 0.65.
a) Draw a Venn diagram to illustrate the complete sample space for the events A and... show full transcript
Worked Solution & Example Answer:For the events A and B,
P(A ∩ B') = 0.32, P(A' ∩ B) = 0.11 and P(A ∪ B) = 0.65 - Edexcel - A-Level Maths Statistics - Question 6 - 2006 - Paper 1
Step 1
Draw a Venn diagram to illustrate the complete sample space for the events A and B.
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Answer
To create a Venn diagram:
Label the universal set E.
In circle A, write the probability of only A occurring, which is calculated as follows:
Given P(A ∩ B') = 0.32, this represents the section in circle A that does not overlap with circle B.
In circle B, write the probability of only B occurring:
Given P(A' ∩ B) = 0.11, this section is within circle B only.
In the overlapping section of A and B, calculate P(A ∩ B):
P(A ∪ B) = P(A) + P(B) - P(A ∩ B)
Given P(A ∪ B) = 0.65, we can find P(A ∩ B) by substituting values from P(A) and P(B).
Outside both circles, determine the probability of neither event occurring, which is found by subtracting the probabilities within the circles from 1:
P(A') = 0.11, calculate P(E) as 1 - (sum of the probabilities in A and B sections).
This gives the complete sample space.
Step 2
Write down the value of P(A) and the value of P(B).
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To find P(A) and P(B):
Calculate P(A):
We already know that P(A ∩ B') = 0.32 and from the Venn diagram analysis, we can derive:
P(A) = P(A ∩ B') + P(A ∩ B).
Calculate P(B):
We also know that P(A' ∩ B) = 0.11, and applying the union rule again allows us to derive:
P(B) = P(A ∩ B) + P(A' ∩ B).
Final values: Based on the above calculations, we find:
P(A) = 0.32 + 0.22 = 0.54,
P(B) = 0.11 + 0.22 = 0.33.
Step 3
Find P(A | B').
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To determine the conditional probability P(A | B'):
Use the formula:
P(A∣B′)=P(B′)P(A∩B′),
where P(B') can be found as:
P(B′)=1−P(B).
Substitute the known values:
P(A ∩ B') = 0.32
P(B) = 0.33, thus P(B') = 1 - 0.33 = 0.67.
Now calculate:
P(A∣B′)=0.670.32≈0.478.
Therefore, P(A | B') is approximately 0.478.
Step 4
Determine whether or not A and B are independent.
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To assess independence, we check:
The condition for independence is:
P(A∩B)=P(A)⋅P(B).
From previous calculations:
P(A ∩ B) is derived from the Venn diagram and can be computed based on the values of P(A) and P(B) calculated earlier.
If at any point P(A ∩ B) does not equal P(A) × P(B), then A and B are not independent.