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In a quiz, a team gains 10 points for every question it answers correctly and loses 5 points for every question it does not answer correctly - Edexcel - A-Level Maths Statistics - Question 5 - 2015 - Paper 1

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In a quiz, a team gains 10 points for every question it answers correctly and loses 5 points for every question it does not answer correctly. The probability of answ... show full transcript

Worked Solution & Example Answer:In a quiz, a team gains 10 points for every question it answers correctly and loses 5 points for every question it does not answer correctly - Edexcel - A-Level Maths Statistics - Question 5 - 2015 - Paper 1

Step 1

Show that the probability of scoring 15 points in a round is 0.432.

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Answer

To score 15 points, the team must answer 2 questions correctly and 1 question incorrectly. We calculate the probability of this happening using the binomial probability formula:

The total probability can be computed as:

  1. Choosing the 2 correct questions from 3:
    inom{3}{2} = 3 \

  2. The probability of getting 2 correct answers:
    (0.6)^2 = 0.36 \

  3. The probability of getting 1 wrong answer:
    (0.4)^1 = 0.4 \

  4. The total probability for scoring 15 points:
    P(X=15) = 3 imes (0.6)^2 imes (0.4) = 3 imes 0.36 imes 0.4 = 0.432.

Step 2

Find the probability of scoring 0 points in a round.

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Answer

To score 0 points, the team must answer all questions incorrectly. The probability is given by:

extP(X=0)=(0.4)3=0.064. ext{P(X=0)} = (0.4)^3 = 0.064.

Step 3

Find the probability of scoring a total of 30 points in 2 rounds.

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Answer

To score 30 points in 2 rounds, the team has to score 30 points in one of the rounds. Therefore, we need to calculate the probability of scoring 30 points in a single round:

P(X=30) = 0.216.

To get the total for 2 rounds, the probabilities can be computed as: P(total=30)=P(X=30infirstround)+P(X=30insecondround)P(total=30) = P(X=30 in first round) + P(X=30 in second round) = 0.216 + 0.216 - P(X=30 in both, the overlap)
Assuming independence, P(X=30 both) = 0.216 * 0.216 = 0.046656

Total probability: 0.216 + 0.216 - 0.046656 = 0.385344

Step 4

Find E(X)

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Answer

To find E(X), the expected value, we calculate:

E(X)=extsumofeachvalue×extitsprobabilityE(X) = ext{sum of each value} \times ext{its probability}

Specifically:

egin{align*} E(X) & = (30 imes 0.216) + (15 imes 0.432) + (0 imes 0.064) + (-15 imes 0.288)
& = 6.48 + 6.48 + 0 - 4.32
& = 12 \end{align*}

Step 5

Find Var(X)

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Answer

To find Var(X), we will first need E(X^2). Calculate:

E(X2)=extsumofeachvaluesquared×extitsprobabilityE(X^2) = ext{sum of each value squared} \times ext{its probability}

egin{align*} E(X^2) & = (30^2 imes 0.216) + (15^2 imes 0.432) + (0^2 imes 0.064) + (-15^2 imes 0.288)
& = (900 imes 0.216) + (225 imes 0.432) + 0 - (225 imes 0.288)
& = 194.4 + 97.2 - 64.8
& = 226.8 \end{align*}

Now, use the formula for variance:

Var(X)=E(X2)(E(X))2Var(X) = E(X^2) - (E(X))^2 = 226.8 - (12)^2 = 226.8 - 144 = 82.8

Step 6

Find the expected number of points scored in the bonus round.

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Answer

In the bonus round, the expected value is calculated similarly:

E(Xbonus)=(20imesP(correct))+(5imesP(incorrect))E(X_{bonus}) = (20 imes P(correct)) + (-5 imes P(incorrect)) where P(correct) is the probability of getting a question correct.

Probabilities: P(correct)=0.6,P(incorrect)=0.4P(correct) = 0.6, P(incorrect) = 0.4

So, E(Xbonus)=20imes0.6+(5)imes0.4=122=10E(X_{bonus}) = 20 imes 0.6 + (-5) imes 0.4 = 12 - 2 = 10

Thus, the expected points in the bonus round = 10.

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