Probability Problems Involving Normal Distributions of Student Heights

Probability Problems Involving Normal Distributions of Student Heights

IB AA SL and HL: core and optional content

Core: part(iv), both individual heights exceed1.5m. Optional: parts(i)–(iii),(v), and the comparison involving a total-height distribution.

The heights, in metres, of female and male students in a school follow normal distributions with the following data.

Mean Height (metres)Variance Height (metres\({^2}\))
Female\(1.6\)\(0.04\)
Male\(1.75\)\(0.05\)

Find the probability that

  1. Two randomly selected male are taller than twice a randomly selected female.
  2. A randomly selected male student is taller than a randomly selected female student by at least \(20\) cm.
  3. The difference in height between a randomly selected male and a female is more than \(30\) cm.
  4. The heights of two randomly selected female students both exceed \(1.5\) m.
  5. The total height of two randomly selected female students is more than \(3\) m.

Comment on the difference in answers for part (iv) and (v).

Modelling assumption for this exercise: heights of distinct selected students are mutually independent and follow the stated distribution for their group.

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Answer:(i) \(0.722\) (ii) \(0.434\) (iii) \(0.375\) (iv) \(0.478\) (v) \(0.760\) Comment: The event in (iv) is a proper subset of the event in (v), so (v) has the greater probability.

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