Probability Problems Involving Normal Distributions

Probability Problems Involving Normal Distributions

The mass, in kg, of durians and watermelons sold at a fruit stall follow normal distributions with the following data.

Mass (kg)Variance (kg\({^2}\))
Durian\(3.21\)\(0.65\)
Watermelon\(6.25\)\(0.25\)

Find the probability that

  1. Four randomly selected durians are heavier than twice a randomly selected watermelon.
  2. Two randomly selected durians are heavier than a randomly selected watermelon by at most 500 g.
  3. The difference in mass between a randomly selected durian and a randomly selected watermelon is less than 3.5 kg.
  4. The total mass of three randomly selected durians is less than 9 kg.
  5. The mass of three randomly selected durians all weighed less than 3 kg.

Explain why answer in (iv) is higher than answer in (v).

Modelling assumption for this exercise: masses of all distinct selected fruits are mutually independent and follow the stated distribution for their type.

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Answer:(i) \(0.571\) (ii) \(0.159\) (iii) \(0.686\) (iv) \(0.326\) (v) \(0.0627\) Explanation: Event (v) is a proper subset of event (iv), so (iv) has the greater probability.

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