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The table shows the probability distribution of a discrete random variable - HSC - SSCE Mathematics Advanced - Question 12 - 2023 - Paper 1

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The table shows the probability distribution of a discrete random variable. | x | 0 | 1 | 2 | 3 | 4 | |----|----|----|----|----|----| | P(X=x) | 0 | 0.3 | 0.... show full transcript

Worked Solution & Example Answer:The table shows the probability distribution of a discrete random variable - HSC - SSCE Mathematics Advanced - Question 12 - 2023 - Paper 1

Step 1

Calculate the standard deviation, correct to one decimal place.

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Answer

To find the standard deviation, we first need to calculate the variance Var(X).

  1. Calculate E(X²):
    E(X2)=xx2P(X=x)E(X²) = \sum_{x} x^2 \cdot P(X=x)
    =020+120.3+220.5+320.1+420.1= 0^2 \cdot 0 + 1^2 \cdot 0.3 + 2^2 \cdot 0.5 + 3^2 \cdot 0.1 + 4^2 \cdot 0.1
    =0+0.3+2+0.9+1.6= 0 + 0.3 + 2 + 0.9 + 1.6
    =4.8= 4.8

  2. Now find the variance:
    Var(X)=E(X2)[E(X)]2Var(X) = E(X²) - [E(X)]²
    =4.822= 4.8 - 2^2
    =4.84= 4.8 - 4
    =0.8= 0.8

  3. Finally, calculate the standard deviation:
    σ=Var(X)=0.80.8944\sigma = \sqrt{Var(X)} = \sqrt{0.8} \approx 0.8944

So the standard deviation, correct to one decimal place, is 0.9.

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