2024 TMJC H1 Q11

2024 TMJC H1 Q11

10 marks

Bottles of apple juice are said to contain \(600\) ml. A random sample of \(60\) bottles is taken and the volumes (in ml) of apple juice, \(x\), in the bottles are measured and are summarised by

\[\sum(x-600)=180, \quad \sum(x-600)^2=6500.\]

  1. Find unbiased estimates for the population mean and variance.[3]
  2. Test at the \(5\)% significance level, whether there is evidence that the population mean volume of apple juice is understated.[4]

Bottles of orange juice are said to contain \(300\) ml. It is given that the volume of orange juice is normally distributed and the population variance is \(100\) \(\mathrm{ml}^2\). A random sample of \(15\) bottles is taken and the mean volume in this sample is \(\bar{y}\) ml. A test at the \(5\)% significance level indicates that there is sufficient evidence to conclude that the population mean volume differs from \(300\) ml.

  1. Find the range of values of \(\bar{y}\).[3]

Solution:

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Answer:(i) \(\bar x=603\) ml, \(s^2=\frac{5960}{59}\approx101.017\) ml\(^2\). (ii) \(p\approx0.0104\); reject \(H_0\), sufficient evidence that the mean is understated. (iii) \(\bar y<300-\Phi^{-1}(0.975)\sqrt{\frac{100}{15}}\) or \(\bar y>300+\Phi^{-1}(0.975)\sqrt{\frac{100}{15}}\).

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