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Four Year 12 students want to organise a graduation party - HSC - SSCE Mathematics Advanced - Question 31 - 2023 - Paper 1

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Four Year 12 students want to organise a graduation party. All four students have the same probability, P(F), of being available next Friday. It is given that P(F) ... show full transcript

Worked Solution & Example Answer:Four Year 12 students want to organise a graduation party - HSC - SSCE Mathematics Advanced - Question 31 - 2023 - Paper 1

Step 1

Is Kim's availability next Friday independent from his availability next Saturday? Justify your answer.

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Answer

No, since

P(SF)P(S)P(S|F) \neq P(S)

According to the definition of independence, two events A and B are independent if and only if

P(AB)=P(A)P(A|B) = P(A)

In this case, we validate it by calculating:

  1. P(SF)=P(SF)P(F)=1/33/10=109P(S|F) = \frac{P(S \cap F)}{P(F)} = \frac{1/3}{3/10} = \frac{10}{9}

  2. Calculate (P(S)) using the conditional probability:

    P(FS)=P(FS)P(S)P(F|S) = \frac{P(F \cap S)}{P(S)}

    Rearranging, we have: P(S)=P(FS)P(FS)P(S) = \frac{P(F \cap S)}{P(F|S)} Therefore, from the earlier values: P(FS)=110P(F \cap S) = \frac{1}{10} and P(S)=P(SF)×P(F)P(FS)=1/3×3/101/8P(S) = \frac{P(S|F) \times P(F)}{P(F|S)} = \frac{1/3 \times 3/10}{1/8}

    Which does not equal to P(SF)P(S|F), hence Kim's availability is not independent.

Step 2

Show that the probability that Kim is available next Saturday is \frac{4}{5}.

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Answer

To find the probability that Kim is available next Saturday, we can utilize the given conditional probabilities.

  1. Given: P(F)=310P(F) = \frac{3}{10} P(SF)=13P(S|F) = \frac{1}{3} P(FS)=18P(F|S) = \frac{1}{8}

  2. Using the relationship: P(S)=P(SF)×P(F)+P(SF)×P(F)P(S) = P(S|F) \times P(F) + P(S|F') \times P(F') where (F') is the event that Kim is not available next Friday. Thus: P(F)=1P(F)=1310=710P(F') = 1 - P(F) = 1 - \frac{3}{10} = \frac{7}{10}

  3. Now substituting into the previous equation: P(S)=13×310+P(SF)×710P(S) = \frac{1}{3} \times \frac{3}{10} + P(S|F') \times \frac{7}{10}

  4. We know that: P(SF)=1P(SF)=113=23P(S|F') = 1 - P(S|F) = 1 - \frac{1}{3} = \frac{2}{3} so, P(S)=13×310+23×710P(S) = \frac{1}{3} \times \frac{3}{10} + \frac{2}{3} \times \frac{7}{10}

  5. Calculating: =110+1430=1+1430=1530=45= \frac{1}{10} + \frac{14}{30} = \frac{1 + 14}{30} = \frac{15}{30} = \frac{4}{5}

Step 3

What is the probability that at least one of the four students is NOT available next Saturday?

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Answer

To find the probability that at least one of the four students is NOT available next Saturday, it is easier to first compute the probability that all four students are available, and then subtract that value from 1.

  1. The probability that Kim is available next Saturday is: P(S)=45P(S) = \frac{4}{5}

  2. The probability that Kim is NOT available next Saturday is: P(S)=1P(S)=145=15P(S') = 1 - P(S) = 1 - \frac{4}{5} = \frac{1}{5}

  3. Since all four students have the same probability of availability, the probability that all four students are available next Saturday is: P(all available)=(P(S))4=(45)4=256625P(all \ available) = \left(P(S)\right)^4 = \left(\frac{4}{5}\right)^4 = \frac{256}{625}

  4. Consequently, the probability that at least one student is NOT available is: P(at least one not available)=1P(all available)=1256625=369625=0.5904P(at \ least \ one \ not \ available) = 1 - P(all \ available) = 1 - \frac{256}{625} = \frac{369}{625} = 0.5904

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