A national health survey estimates the mean daily water intake of adults in a region. A random sample of \(250\) adults yielded a sample mean of \(2.15\) litres with a sample standard deviation of \(0.40\) litres. (a) Determine the \(90\%\) confidence interval for the population mean daily water intake. (2 marks) (b) A nutritionist claims that the population mean daily water intake is at least \(2.30\) litres. Evaluate whether this claim is supported by the \(90\%\) confidence interval. (2 marks) (c) Explain what the \(90\%\) confidence level means in the context of this survey. (1 mark)
Mathematical Methods · Unit 4 · Interval estimates for proportions · Confidence intervals for proportions
Understand the concept of an interval estimate for a parameter associated with a random variable.
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A researcher measures the heights of 80 randomly selected students from a large school population and calculates a 95% confidence interval for the mean height. Which statement best describes what the 95% confidence interval represents?
A manufacturer of precision springs tests a random sample of \(80\) springs to estimate the mean breaking load. The sample yields a mean breaking load of \(52.3\) kg with a standard deviation of \(3.6\) kg. The manufacturer claims that a \(95\%\) confidence interval for the mean breaking load of all springs produced is \((51.5, 53.1)\) kg. Determine whether the manufacturer's confidence interval is correct.
A community health researcher surveyed a random sample of 64 adults about their daily water intake. The sample mean was found to be \(2.4\) litres with a standard deviation of \(0.8\) litres. Determine the approximate 95% confidence interval for the mean daily water intake of adults in the community, using \(z = 2\). Express your answer in litres, correct to two decimal places.
A wildlife researcher measures the wingspan of a sample of 150 birds from a large forest population and constructs a 95% confidence interval for the population mean wingspan. The interval is $(24.8 \text{ cm}, 26.2 \text{ cm})$. Which statement correctly interprets this interval estimate?