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The Venn diagram shows the probabilities of customer bookings at Harry’s hotel - Edexcel - A-Level Maths Statistics - Question 4 - 2016 - Paper 1

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The Venn diagram shows the probabilities of customer bookings at Harry’s hotel. R is the event that a customer books a room B is the event that a customer books bre... show full transcript

Worked Solution & Example Answer:The Venn diagram shows the probabilities of customer bookings at Harry’s hotel - Edexcel - A-Level Maths Statistics - Question 4 - 2016 - Paper 1

Step 1

Write down the probability that a customer books breakfast but does not book a room.

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Answer

The probability that a customer books breakfast but does not book a room is represented by the area of event B that does not overlap with event R. Given the values from the Venn diagram, this is calculated as:

P(BextandnotR)=P(B)P(RextandB)=(0.27+0.15+t)0.15=0.27P(B ext{ and not } R) = P(B) - P(R ext{ and } B) = \left(0.27 + 0.15 + t\right) - 0.15 = 0.27

Step 2

find the value of t

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Answer

Since B and D are independent events, we have:

P(B)P(D)=P(BD)P(B)P(D) = P(B \cap D)

From the diagram, we know:

P(B)=0.6,P(D)=0.27,P(BD)=0.27+0.15+t=0.42P(B) = 0.6, \, P(D) = 0.27, \, P(B \cap D) = 0.27 + 0.15 + t = 0.42

Substituting:

0.6×0.27=0.42    t=0.0180.6 \times 0.27 = 0.42 \implies t = 0.018

Step 3

hence find the value of u

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Answer

Now we can find the value of u. From the total probability condition, we have:

u=1(0.6+0.15+t)=1(0.6+0.15+0.018)u = 1 - (0.6 + 0.15 + t) = 1 - (0.6 + 0.15 + 0.018)

Calculating gives:

u=10.768=0.22u = 1 - 0.768 = 0.22

Step 4

Find (i) P(D|R ∩ B)

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Answer

Using the definition of conditional probability:

P(DRB)=P(DRB)P(RB)P(D|R \cap B) = \frac{P(D \cap R \cap B)}{P(R \cap B)}

From the Venn diagram, this is:

P(DRB)=0.270.27+0.33=0.45P(D|R \cap B) = \frac{0.27}{0.27 + 0.33} = 0.45

Step 5

Find (ii) P(D|R ∩ B')

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Answer

Again using the definition of conditional probability:

P(DRB)=P(DRB)P(RB)P(D|R \cap B') = \frac{P(D \cap R \cap B')}{P(R \cap B')}

From the values:

P(DRB)=0.150.15+0.33=0.45P(D|R \cap B') = \frac{0.15}{0.15 + 0.33} = 0.45

Step 6

Estimate how many of these 77 customers will book dinner.

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Answer

From the data provided, we need to find the proportion of customers who would book dinner. We know that:

40 customers booked a room and breakfast, and 37 booked a room only. This totals to:

extTotalcustomersbookedbreakfast(fordinner)=40+37=77 ext{Total customers booked breakfast (for dinner)} = 40 + 37 = 77

Out of these, using the independent probability:

The expected number of customers who book dinner is given by:

0.6×77=330.6 \times 77 = 33

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