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Question
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in the data set below, what is the mean absolute deviation?
8 6 2 5 4 4 6
if the answer is a decimal, round it to the nearest tenth.
mean absolute deviation (mad):
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Step1: Calculate the mean
$$\text{Mean} = \frac{8+6+2+5+4+4+6}{7} = \frac{35}{7} = 5$$
Step2: Find absolute deviations
Calculate $|x_i - \text{Mean}|$ for each value:
$|8-5|=3$, $|6-5|=1$, $|2-5|=3$, $|5-5|=0$, $|4-5|=1$, $|4-5|=1$, $|6-5|=1$
Step3: Calculate MAD of deviations
$$\text{MAD} = \frac{3+1+3+0+1+1+1}{7} = \frac{10}{7} \approx 1.7$$
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1.7