Mean Absolute Deviation
1. **State the problem**: Find the Mean Absolute Deviation (MAD) for the data set $13, 2, 9, 13, 2, 13, 17, 17, 2, 9, 14$.
2. **Calculate the mean** $\bar{x}$:
First, sum all the data values:
$$13 + 2 + 9 + 13 + 2 + 13 + 17 + 17 + 2 + 9 + 14 = 111$$
Count the number of data points: there are $11$ values.
Calculate the mean:
$$\bar{x} = \frac{111}{11} = 10.09$$ (rounded to two decimal places)
3. **Calculate the absolute deviations**:
Subtract the mean from each value and take the absolute value:
$|13 - 10.09| = 2.91$
$|2 - 10.09| = 8.09$
$|9 - 10.09| = 1.09$
$|13 - 10.09| = 2.91$
$|2 - 10.09| = 8.09$
$|13 - 10.09| = 2.91$
$|17 - 10.09| = 6.91$
$|17 - 10.09| = 6.91$
$|2 - 10.09| = 8.09$
$|9 - 10.09| = 1.09$
$|14 - 10.09| = 3.91$
4. **Sum the absolute deviations**:
$$2.91 + 8.09 + 1.09 + 2.91 + 8.09 + 2.91 + 6.91 + 6.91 + 8.09 + 1.09 + 3.91 = 52.01$$
5. **Calculate the MAD**:
Divide the sum of absolute deviations by the number of data points:
$$MAD = \frac{52.01}{11} = 4.73$$ (rounded to two decimal places)
**Final answers:**
Mean $\bar{x} = 10.09$
Mean Absolute Deviation (MAD) $= 4.73$