The mean finish time for a yearly amateur auto race was 185.53 minutes with a standard deviation of 0.339 minute. The winning​ car, driven by Terry​, finished in 185.04 minutes. The previous​ year's race had a mean finishing time of 111.6 with a standard deviation of 0.104 minute. The winning car that​ year, driven by Jane​, finished in 111.38 minutes. Find their respective​ z-scores. Who had the more convincing​ victory? Terry had a finish time with a​ z-score of nothing. Jane had a finish time with a​ z-score of nothing. ​(Round to two decimal places as​ needed.)

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Answer:

Terry had a finish time with a​ z-score of -1.45.

Jane had a finish time with a​ z-score of -2.12. Due to the lower z-score, Jane had the more convincing win.

Step-by-step explanation:

Z-score:

In a set with mean [tex]\mu[/tex] and standard deviation [tex]\sigma[/tex], the zscore of a measure X is given by:

[tex]Z = \frac{X - \mu}{\sigma}[/tex]

The Z-score measures how many standard deviations the measure is from the mean. After finding the Z-score, we look at the z-score table and find the p-value associated with this z-score. This p-value is the probability that the value of the measure is smaller than X, that is, the percentile of X. Subtracting 1 by the pvalue, we get the probability that the value of the measure is greater than X.

In this question:

Whoever's z-score was lower, that is, took less time to complete the race compared to their competitors, had the more convincing win.

Terry:

The mean finish time for a yearly amateur auto race was 185.53 minutes with a standard deviation of 0.339 minute. The winning​ car, driven by Terry​, finished in 185.04 minutes.

This means that [tex]\mu = 185.53, \sigma = 0.339, X = 185.04[/tex]

So

[tex]Z = \frac{X - \mu}{\sigma}[/tex]

[tex]Z = \frac{185.04 - 185.53}{0.339}[/tex]

[tex]Z = -1.45[/tex]

Terry had a finish time with a​ z-score of -1.45.

Jane:

The previous​ year's race had a mean finishing time of 111.6 with a standard deviation of 0.104 minute. The winning car that​ year, driven by Jane​, finished in 111.38 minutes.

This means that [tex]\mu = 111.6, \sigma = 0.104, X = 111.38[/tex]

So

[tex]Z = \frac{X - \mu}{\sigma}[/tex]

[tex]Z = \frac{111.38 - 111.6}{0.104}[/tex]

[tex]Z = -2.12[/tex]

Jane had a finish time with a​ z-score of -2.12. Due to the lower z-score, Jane had the more convincing win.

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