4. The CDC publishes charts on Body Mass Index (BMI) percentiles for boys and girls of different ages. Based on the chart for girls, the mean BMI for 6-year-old girls is listed as 15.2 kg/m2. The data from which the CDC charts were developed is old and there is concern that the mean BMI for 6-year old girls has increased. The BMIs of a random sample of 30 6-year-old girls are given below.
24.5 |
16.3 |
15.7 |
20.6 |
15.3 |
14.5 |
14.7 |
15.7 |
14.4 |
13.2 |
16.3 |
15.9 |
16.3 |
13.5 |
15.5 |
14.3 |
13.7 |
14.3 |
13.7 |
16.0 |
14.2 |
17.3 |
19.5 |
22.8 |
16.4 |
15.4 |
18.2 |
13.9 |
17.6 |
15.5 |
a. State null and alternative hypotheses relevant to this situation.
b. Calculate the sample mean and standard deviation.
c. Since the sample size is relatively large, use s in place of σ and calculate the value of the z-test statistic. Then calculate the p-value.
d. Based on your answer to (c), do the sample data provide sufficient evidence that the mean BMI for 6-year-old girls has increased? Explain
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