To calculate the Mean Absolute Deviation (MAD), we first need to find the mean of the data set and then the absolute deviations from that mean.
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Data Set: 32, 56, 19, 8, 19, 58, 34, 19
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Calculate the Mean:
- First, sum the values: \(32 + 56 + 19 + 8 + 19 + 58 + 34 + 19 = 251\)
- Then divide by the number of days (8): \[ \text{Mean} = \frac{251}{8} \approx 31.375 \]
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Calculate the Absolute Deviations:
- Now we find the absolute deviations from the mean:
- |32 - 31.375| = 0.625
- |56 - 31.375| = 24.625
- |19 - 31.375| = 12.375
- |8 - 31.375| = 23.375
- |19 - 31.375| = 12.375
- |58 - 31.375| = 26.625
- |34 - 31.375| = 2.625
- |19 - 31.375| = 12.375
- Now we find the absolute deviations from the mean:
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Calculate the Mean Absolute Deviation:
- Sum these absolute deviations: \[ 0.625 + 24.625 + 12.375 + 23.375 + 12.375 + 26.625 + 2.625 + 12.375 = 115.125 \]
- Then divide by the number of values (8): \[ \text{MAD} \approx \frac{115.125}{8} \approx 14.39 \]
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Conclusion: The mean absolute deviation is approximately 14.4. Thus, the correct statement is:
"The mean absolute deviation is approximately 14.4. On average, the number of items Erica sold each day is about 14.4 items from the mean."