1. **State the problem:** We need to apply Sturges' rule to find the number of classes for a dataset with 400 observations, then calculate the class width given the range is 60.
2. **Formula for Sturges' rule:**
$$k = 1 + \log_2(n)$$
where $k$ is the number of classes and $n$ is the number of observations.
3. **Calculate the number of classes:**
$$k = 1 + \log_2(400)$$
Since $\log_2(400) = \frac{\log_{10}(400)}{\log_{10}(2)} \approx \frac{2.60206}{0.30103} \approx 8.64,$
$$k = 1 + 8.64 = 9.64$$
We round $k$ to the nearest whole number, so $k = 10$ classes.
4. **Calculate class width:**
Class width $w$ is given by
$$w = \frac{\text{Range}}{k} = \frac{60}{10} = 6$$
5. **Final answer:**
Number of classes = 10
Class width = 6
This means the data should be divided into 10 classes, each with a width of 6 units.
Sturges Rule 181Fc0
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