QUESTION IMAGE
Question
alg 1.1 lesson 5 redo calculating measures of center and variability
dataset: 12 5 9 7 2
mean: 7
- calculate the mean absolute deviation (mad) for the data
- calculate the interquartile range (iqr) for the data
Response
1) Calculating Mean Absolute Deviation (MAD)
Step1: Find absolute deviations
For each data point \( x \), calculate \( |x - \text{mean}| \). Mean is 7.
- \( |12 - 7| = 5 \)
- \( |5 - 7| = 2 \)
- \( |9 - 7| = 2 \)
- \( |7 - 7| = 0 \)
- \( |2 - 7| = 5 \)
Step2: Calculate mean of deviations
Sum the absolute deviations: \( 5 + 2 + 2 + 0 + 5 = 14 \). Divide by number of data points (5): \( \frac{14}{5} = 2.8 \).
Step1: Order the data
Ordered dataset: \( 2, 5, 7, 9, 12 \).
Step2: Find Q1 and Q3
- Q1 (median of lower half): Lower half is \( 2, 5 \). Median is \( \frac{2 + 5}{2} = 3.5 \).
- Q3 (median of upper half): Upper half is \( 9, 12 \). Median is \( \frac{9 + 12}{2} = 10.5 \).
Step3: Calculate IQR
IQR = Q3 - Q1 = \( 10.5 - 3.5 = 7 \).
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The mean absolute deviation (MAD) is \( 2.8 \).