Answer :

The formula to calculate the z-score is given by:

[tex]z=\frac{x-\mu}{\sigma}[/tex]

Where

[tex]\begin{gathered} x=score \\ \mu=\operatorname{mean} \\ \sigma=s\tan dard\text{ deviation} \end{gathered}[/tex]

For part A

x=33

[tex]z=\frac{33-25}{4}=2[/tex]

z-score =2

For part B

x=21

[tex]z=\frac{21-25}{4}=\frac{-4}{4}=-1[/tex]

z-score= -1

For Part C

x=15

[tex]z=\frac{15-25}{4}=-\frac{10}{4}=-2.5[/tex]

z-score=-2.5

For part D

x=39

[tex]z=\frac{39-25}{4}=\frac{14}{4}=3.5[/tex]

z-score=3.5

For part E

x=31

[tex]z=\frac{31-25}{4}=\frac{6}{4}=1.5[/tex]

z-score=1.5

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