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2.4.5 Normal distribution as a model (A-level only)

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Question 47

The concentration of a specific enzyme in a synthetic culture is assumed to follow a normal distribution. A researcher takes a random sample of five independent cultures and measures their concentrations in milligrams per litre (mg/L) as follows:

12.42,12.58,12.35,12.70,12.45 12.42, \quad 12.58, \quad 12.35, \quad 12.70, \quad 12.45 12.42,12.58,12.35,12.70,12.45
a.

Calculate unbiased estimates for the population mean and the population variance of the enzyme concentration in these cultures.

[3]
b.

The true population standard deviation of the concentration is known to be 0.15 mg/L0.15 \text{ mg/L}0.15 mg/L. The research team requires a higher degree of precision for their upcoming study. They want to ensure that there is a probability of at least 0.980.980.98 that the estimate of the population mean, based on a random sample of size nnn, lies within 0.04 mg/L0.04 \text{ mg/L}0.04 mg/L of the actual population mean.

Determine the minimum sample size nnn required to satisfy this condition.

[4]

2.4.5 Normal distribution as a model (A-level only) Questions

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