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A group of Great Danes has a mean weight of 128 pounds with a standard deviation of 12 pounds. A group of Chihuahuas has a mean weight of 9 pounds with a standard deviation of 2 pounds. A 112-pound Great Dane and a 12-pound Chihuahua were found playing at the dog park. Which dog is considered to be further from the mean? Use the z-score to answer this question.

Answer :

The Chihuahua is considered to be further from the mean.

What is z-score?

A z-score also called a standard score is a measure of how many standard deviations a data point is away from the given mean of a distribution.

It measures the unusual or extreme a particular data point is compared to the rest of the distribution

We have,

For the 112-pound Great Dane.

The z-score.

z = (x - μ) / σ

z = (112 - 128) / 12

z = -1.33 ____(1)

For the 12-pound Chihuahua.

The z-score.

z = (x - μ) / σ

z = (12 - 9) / 2

z = 1.5 ______(2)

From (1) and (2),

The z-score for the Chihuahua (1.5) is larger than the z-score for the Great Dane (1.33).

Thus,

We can conclude that the Chihuahua is considered to be further from the mean.

Learn more about z-score here:

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