In a set of scores with a mean of 50 and a standard deviation of 5, what raw score is represented be a z-score of 1.00?

A. 30
B. 55
C. 60
D. 20

Respuesta :

Answer:

B. 55

Step-by-step explanation:

Problems of normally distributed samples can be solved using the z-score formula.

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 problem, we have that:

[tex]\mu = 50, \sigma = 5[/tex]

What raw score is represented be a z-score of 1.00?

This is X when Z = 1. So:

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

[tex]1 = \frac{X - 50}{5}[/tex]

[tex]X - 50 = 5[/tex]

[tex]X = 55[/tex]

So the correct answer is:

B. 55