To calculate the mean absolute deviation (MAD) of the temperatures, follow these steps:
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Calculate the Mean: First, find the mean (average) of the temperatures. \[ \text{Mean} = \frac{(63 + 59 + 60 + 61 + 62)}{5} = \frac{305}{5} = 61°F \]
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Calculate the Absolute Deviations: Next, find the absolute deviations from the mean:
- For 63°F: \( |63 - 61| = 2 \)
- For 59°F: \( |59 - 61| = 2 \)
- For 60°F: \( |60 - 61| = 1 \)
- For 61°F: \( |61 - 61| = 0 \)
- For 62°F: \( |62 - 61| = 1 \)
Thus, the absolute deviations are: \(2, 2, 1, 0, 1\).
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Calculate the Mean Absolute Deviation: Now, calculate the mean of these absolute deviations: \[ \text{MAD} = \frac{(2 + 2 + 1 + 0 + 1)}{5} = \frac{6}{5} = 1.2°F \]
Thus, the estimated mean absolute deviation of the 12 p.m. temperatures in the town is 1.2°F.