A.1.14.1 Health Care Spending
The histogram and box plot show the average amount of money, in thousands of dollars, spent on each person in the country (per capita spending) for health care in 34 countries.
One value in the set is an outlier. Which one is it? What is its approximate value?
By one rule for deciding (this is what we will use), a value is an outlier if it is more than 1.5 times the IQR greater than Q3 or less than Q1 -- in other words: (IQR*1.5 + Q3) or (Q1 - IQR*1.5). Use one of these formulas to decide whether or not your value from above meets this definition of an outlier.
Here is a picture of the definition of an outlier (for a different example). The dashed lines represent the legnth added or subtracted to the quartiles. This set has outliers on each end (large and small).
![](data:image/png;base64,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)