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Cowboys Refer to Exercise 80

(a) Find the median by hand. Show your work. Interpret your result in context.

(b) Suppose the lightest lineman had weighed 265 pounds instead of 285 pounds. How would this change affect the mean and the median? What property of measures of center does this illustrate?

Short Answer

Expert verified

Part (a) The median is 306

Part (b) The mean decreases, and the median is unaffected.

Step by step solution

01

Given Information

The weights (in pounds) were 321,285,300,285,286,293,298

Number of observations, n=7

02

Part (a) Step 2: Concept

The total of all observations divided by the number of observations is the observation means. The median of a distribution organized in ascending order is the midway.

03

Part (a) Step 3: Explanation

For the seven defensive linemen, the median is.

M=306= Median

The median is the distribution's middle. The number of observations in which half are smaller and half are greater. About half of the observations in the data set are above 306 and the other half are below 306Therefore, the median is 306

04

Part (b) Step 1: Given information

Weighs 265 pounds instead of 285 pounds.

05

Part (b) Step 2: Calculation

If 265 had been used instead of 285 in the sample, the mean and median would have been:

Mean x=sumofobservationsnx=x1+x2+x3+.....+xnnx=ΣXiNΣX=306+305+315+303+318+309+265N=21217X=303

Median= M=306

We can see from the preceding computation that when the extreme value changes, the means change as well, but the median stays the same. This means that the mean, but not the median, is sensitive to extreme values in the data. If one of the variables is changed from 285 pounds to 265 pounds, the mean will fall. Because 285 is the smallest number in the data set, if one of the values stays the same from 285 to 265 pounds, the median will not be affected. Outliers influence the mean (because it decreases), but outliers have no effect on the median (also called robust). The mean decreases, the median is unaffected and the property is robust.

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