Question 4.15: What is the 95% confidence interval for the data in Table 4....
What is the 95% confidence interval for the data in Table 4.1?
Table 4.1 Masses of Seven United States Pennies in Circulation
Penny | Mass (g) |
1 | 3.080 |
2 | 3.094 |
3 | 3.107 |
4 | 3.056 |
5 | 3.112 |
6 | 3.174 |
7 | 3.198 |
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The mean and standard deviation for this sample are, respectively, 3.117 \mathrm{~g} and 0.051 \mathrm{~g}. Since the sample consists of seven measurements, there are six degrees of freedom. The value of t from Table 4.14, is 2.45. Substituting into equation 4.13 gives
\mu=\bar{X} \pm \frac{t s}{\sqrt{n}}=3.117 \pm \frac{(2.45)(0.051)}{\sqrt{7}}=3.117 \pm 0.047 \mathrm{~g}
Thus, there is a 95 \% probability that the population’s mean is between 3.070 and 3.164 \mathrm{~g}.
Table 4.14 Values of t for the 95% Confidence Interval
Degrees of Freedom | t |
1 | 12.71 |
2 | 4.30 |
3 | 3.18 |
4 | 2.78 |
5 | 2.57 |
6 | 2.45 |
7 | 2.36 |
8 | 2.31 |
9 | 2.26 |
10 | 2.23 |
12 | 2.18 |
14 | 2.14 |
16 | 2.12 |
18 | 2.10 |
20 | 2.09 |
30 | 2.04 |
50 | 2.01 |
∞ | 1.96 |
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