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A sample of university students has an average GPA of 2.78 with a standard deviation of 0.45.If GPA is normally distributed,what percentage of the students has GPAs Z score  Area  a.  less than 2.30? b.  Less than 2.00? c.  more than 2.00? d.  more than 3.00? e.  between 2.50 and 3.50? f.  between 2.00 and 2.50?\begin{array}{|l|l|l|l|l|}\hline & & Z \text { score } && \text { Area } \\\hline \text { a. } & \text { less than } 2.30 ? & & & \\\hline \text { b. } & \text { Less than } 2.00 ? & & & \\\hline \text { c. } & \text { more than } 2.00 ? & & & \\\hline \text { d. } & \text { more than } 3.00 ? & & & \\\hline \text { e. } & \text { between } 2.50 \text { and } 3.50 ? & & & \\\hline \text { f. } & \text { between } 2.00 \text { and } 2.50 ? & & & \\\hline & & & & \\\end{array}

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\(\begin{array}{|l|l|l|} \hline & Z \text { score } & \text { Area } \\ \hline \text { a. } & -1.07 & 14.23 \% \\ \hline \text { b. } & -1.73 & 4.18 \% \\ \hline \text { c. } & -1.73 & 95.82 \% \\ \hline \text { d. } & 0.49 & 31.21 \% \\ \hline \text { e. } & -0.62 \& 1.60 & 67.76 \% \\ \hline \text { f. } & -1.73 \&-0.62 & 22.58 \% \\ \hline & & \\ \end{array}\)

The tails of the theoretical normal curve


A) intersect with the horizontal axis between the 4th and 5th standard deviation.
B) intersect with the horizontal axis beyond the 5th standard deviation.
C) never touch the horizontal axis.
D) maintain the same distance above the horizontal axis beyond the 3rd standard deviation.

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The Z scores of two test scores are -1.17 and +2.38.To find the total area beyond these two scores,


A) add the column b areas together.
B) subtract each score from the mean and divide the result by the standard deviation.
C) add the column b area to the column c area.
D) add the column c areas.

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As used in the social sciences,probabilities are a type of ____ which can vary from ____.


A) percentage,0 to 1
B) fraction,0 to 100
C) proportion,0.00 to 1.00
D) Z score,0 to infinity

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To find the area above a positive Z score or below a negative Z score you would


A) subtract the value of the Z score from the mean.
B) use the "Area Beyond Z" column of the Z score table.
C) add the value of the Z score to the area beyond the mean.
D) add the area between the Z score and the mean to 100%.

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Converting scores into Z scores standardizes the original distribution to units of the


A) median.
B) standard deviation.
C) mean.
D) percentage.

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The area between a negative Z score and a positive Z score can be found by


A) subtracting the Z scores from each other.
B) subtracting each Z score from the mean and adding the results.
C) adding the Z scores and finding the area in the Z score table for the summed Z scores.
D) adding the areas between each Z score and the mean.

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The standardized normal distribution (or Z distribution) has


A) a mean of 0 and a standard deviation of 1.
B) a mean of 1 and a standard deviation of 0.
C) a mean equal to the average of the scores and a standard deviation equal to the mean.
D) a mean of 1 and a standard deviation of 1.

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The area between the mean and a Z score of +1.50 is 43.32%.This score is less than ____ of the scores in the distribution.


A) 43.32%
B) 6.68%
C) 3.32%
D) 93.32%

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On all normal curves the area between the mean and ±\pm 2 standard deviations will be


A) about 34% of the total areA.
B) about 95% of the total area.
C) less than 50% of the total area.
D) about 68% of the total area.

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If a Z score is 0,then the value of the corresponding raw score would be


A) 0.
B) the same as the mean of the empirical distribution.
C) the same as the standard deviation of the empirical distribution.
D) probably a negative number.

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B

A defining characteristic of the normal curve is that it is


A) theoretical.
B) positively skewed.
C) negatively skewed.
D) perfectly nonsymmetrical.

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A

The mean score on a final chemistry exam was 75,and the standard deviation of the scores was 5.If the distribution is normal and your score was 70,what percentage of the scores was lower than yours?


A) 15.87%
B) 30.00%
C) 34.13%
D) 50.00%

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If a case is randomly selected from a normal distribution,the score of the case will most likely be


A) equal to the mean in value.
B) close to the mean in value.
C) at least 1 standard deviation above the mean.
D) at least 1 standard deviation below the mean.

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To obtain the area below a positive Z score or above a negative Z score you would


A) subtract the value of the Z score from the mean.
B) subtract the area in the "Area Beyond Z" column of the Z score table from 50%.
C) add the value of the Z score to the area beyond the mean.
D) add the area between the Z score and the mean to 50%.

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A social researcher has constructed a measure of racial prejudice and obtained a distribution of scores on this measure from a randomly selected sample of public office holders.The scores were normally distributed with a mean of 45 and a standard deviation of 7.What is the probability that a randomly selected case from the sample will have a score less than 38?


A) 0.4526
B) 0.5018
C) 0.5200
D) 0.1587

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A Z score of +1.00 indicates a score that lies


A) one standard deviation unit to the right of the mean.
B) one standard deviation unit to the left of the mean.
C) 1/2 of one standard deviation unit on each side of the mean.
D) any of the above are possible

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What is the probability that a randomly selected case from the sample in the previous question would have a score of 52 or more?


A) 0.7500
B) 0.6826
C) 0.3413
D) 0.1587

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To estimate probabilities,set up a fraction with the number of ____ in the numerator and the number of ____ in the denominator


A) successes,failures
B) possible outcomes,successes
C) failures,successes
D) successes,possible outcomes

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The area between two negative Z scores can be found by


A) adding the Z scores and finding the area below the total Z score.
B) subtracting the Z scores and finding the total area above the total Z score.
C) finding the area between each Z score and the mean and subtracting the smaller area from the larger.
D) finding the area between each Z score and the mean and adding the areas.

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