3 A random sample of 80 precision-engineered cylindrical components is checked as part of a quality control process. The diameters of the cylinders should be 25.00 cm . Accurate measurements of the diameters, \(x \mathrm {~cm}\), for the sample are summarised by
$$\Sigma ( x - 25 ) = 0.44 , \quad \Sigma ( x - 25 ) ^ { 2 } = 0.2287 .$$
- Calculate a \(99 \%\) confidence interval for the population mean diameter of the components.
- For the calculation in part (i) to be valid, is it necessary to assume that component diameters are normally distributed? Justify your answer.