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The Venn diagram shows three events A, B and C, where p, q, r, s and t are probabilities - Edexcel - A-Level Maths Statistics - Question 3 - 2017 - Paper 1

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The Venn diagram shows three events A, B and C, where p, q, r, s and t are probabilities. P(A) = 0.5, P(B) = 0.6 and P(C) = 0.25 and the events B and C are independ... show full transcript

Worked Solution & Example Answer:The Venn diagram shows three events A, B and C, where p, q, r, s and t are probabilities - Edexcel - A-Level Maths Statistics - Question 3 - 2017 - Paper 1

Step 1

Find the value of p and the value of q.

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Answer

To find the values of p and q, use the independence of events B and C.

Given,

  • P(A) = 0.5
  • P(B) = 0.6
  • P(C) = 0.25

From the Venn diagram, we know:

  • The probability of the intersection of events B and C is given by:

p=P(B)imesP(C)=0.6imes0.25=0.15p = P(B) imes P(C) = 0.6 imes 0.25 = 0.15

Thus, we have:

  • To find q, we can use the formula:

q=P(C)p=0.250.15=0.10q = P(C) - p = 0.25 - 0.15 = 0.10

Step 2

Find the value of r.

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Answer

To find the value of r, we note that:

r=P(AB)pr = P(A ∩ B) - p

Given that:

  • P(A ∩ B) = P(A) + P(B) - P(A ∪ B)
  • We need to calculate P(A ∩ B) using:
  • Total Probability:

P(AB)=P(A)+P(B)P(AB)=0.5+0.60.28=0.78P(A ∪ B) = P(A) + P(B) - P(A ∩ B) = 0.5 + 0.6 - 0.28 = 0.78

Then,

r=0.5+0.60.28=0.820.15=0.22r = 0.5 + 0.6 - 0.28 = 0.82 - 0.15 = 0.22. Therefore, the value of r is 0.22.

Step 3

Hence write down the value of s and the value of t.

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Answer

To find the values of s and t, we can use:

  1. The total probability of all events in the Venn diagram should sum up to 1:

    s=P(ABC)=P(A)+P(B)+P(C)(p+q+r)s = P(A ∪ B ∪ C) = P(A) + P(B) + P(C) - (p + q + r). Since we have already calculated the values:

    • p = 0.15, q = 0.10, r = 0.22:

    s=0.5+0.6+0.25(0.15+0.10+0.22)=0.5+0.6+0.250.47=0.28s = 0.5 + 0.6 + 0.25 - (0.15 + 0.10 + 0.22) = 0.5 + 0.6 + 0.25 - 0.47 = 0.28.

  2. Next, we can find t by using:

    t=P(B)s=0.60.28=0.28t = P(B) - s = 0.6 - 0.28 = 0.28.

Step 4

State, giving a reason, whether or not the events A and B are independent.

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Answer

Events A and B are independent if the following holds:

P(AB)=P(A)imesP(B)P(A ∩ B) = P(A) imes P(B)

Calculating:

  • We have:

P(A)imesP(B)=0.5imes0.6=0.30P(A) imes P(B) = 0.5 imes 0.6 = 0.30

However, from our calculations,

P(AB)=r+p=0.22+0.15=0.37P(A ∩ B) = r + p = 0.22 + 0.15 = 0.37.

This value is not equal to 0.30, hence:

Conclusion: Events A and B are not independent.

Step 5

Find P(B | A ∪ C).

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Answer

To find the conditional probability P(B | A ∪ C), we can use the formula:

P(BAC)=P(B(AC))P(AC)P(B | A ∪ C) = \frac{P(B ∩ (A ∪ C))}{P(A ∪ C)}

  1. Find P(A ∪ C):

    P(AC)=P(A)+P(C)P(AC)P(A ∪ C) = P(A) + P(C) - P(A ∩ C)

Given:

  • P(A ∩ C) = s = 0.28, thus we calculate:

    P(AC)=0.5+0.250.28=0.47P(A ∪ C) = 0.5 + 0.25 - 0.28 = 0.47.

  1. Now calculate P(B ∩ (A ∪ C)):

Using values for A and intersection with B, can come from entries:

=0.22+0.15=0.37= 0.22 + 0.15 = 0.37

Substituting:

P(BAC)=0.370.47approx0.79P(B | A ∪ C) = \frac{0.37}{0.47} \\approx 0.79.

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