QUESTION IMAGE
Question
use this graph to answer the following questions: what measure of center would be best for this data? select what measure of variability would be best for this data? select why? select
Step1: Analyze data distribution
The data appears to be approximately symmetric with a possible outlier on the right - hand side.
Step2: Select measure of center
For symmetric data with possible outliers, the median is a better measure of center than the mean as the mean is affected by outliers.
Step3: Select measure of variability
The inter - quartile range (IQR) is a good measure of variability for data with outliers. It represents the middle 50% of the data and is not affected by extreme values.
Step4: Justify choices
The median and IQR are robust measures and are not influenced by outliers, which can distort the mean and standard deviation.
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What measure of center would be best for this data? Median
What measure of variability would be best for this data? Inter - quartile range (IQR)
Why? The data is approximately symmetric with possible outliers, and median and IQR are robust to outliers.