Distributions and Curves - Algebra II

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Question

The ages of the students at GW High School are normally distributed with a mean of and a standard deviation of years.

What is the proportion of students that are younger than years old?

Answer

This question relates to the rule of normal distribution. We know that of the data are within standard deviations from the mean.

In this case this means that of the students are between

and

and

and

Therefore we have of the students that are outside of this range. Since the normal distribution is symmetric, the proportion of students below is the same as the proportion of students above .

Thus the right answer is or .

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Question

The scores for your recent english test follow a normal distribution pattern. The mean was a 75 and the standard deviation was 4 points. What percentage of the scores were below a 67?

Answer

Use the 68-95-99.7 rule which states that 68% of the data is within 1 standard deviation (in either direction) of the mean, 95% is within 2 standard deviations, and 99.7% is within 3 standard deviations of the mean.

In this case, 95% of the students' scores were between:

75-(2 x 4) and 75+(2 x 4)

or between a 67 and a 83, with equal amounts of the leftover 5% of scores above and below those scores. This would mean that 2.5% of the students scored below a 67% on the test.

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Question

Your class just took a math test. The mean test score was a 78 with a standard deviation of 2 points. With this being the case, 99.7% of the class scored between what two scores?

Answer

Use the 68-95-99.7 rule which states that 68% of the data is within 1 standard deviation (in either direction) of the mean, 95% is within 2 standard deviations, and 99.7% is within 3 standard deviations (in either direction) of the mean.

In this case, 99.7% of the students' scores were between 3 standard deviation above the mean and 3 standard deviations below the mean:

78-(2 x 3) and 78+(2 x 3)

or between a 72 and an 84.

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Question

All of the following statements regarding a Normal Distribution are true except:

Answer

The graph of a normally-distributed data set is symmetrical.

The graph of a normally-distributed data set has a single, central peak at the mean of the data set that it describes.

The graph of a normally-distributed data set will vary based only upon the mean and the standard deviation of the set that it describes.

The graph of a normally-distributed data set with a higher standard deviation will be wider than the graph of a normally-distributed data set with a lower standard deviation.

The question asks us to find the statement that is not true; however, all statements are true so the correct response is "All of these are true."

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Question

A large group of test scores is normally distributed with mean 78.2 and standard deviation 4.3. What percent of the students scored 85 or better (nearest whole percent)?

Answer

If the mean of a normally distributed set of scores is and the standard deviation is , then the -score corresponding to a test score of is

From a -score table, in a normal distribution,

We want the percent of students whose test score is 85 or better, so we want . This is

or about 5.7 % The correct choice is 6%.

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Question

A distributor manufactures a product that has an average weight of pounds.

If the standard deviation is pounds, determine the z-score of a product that has a weight of pounds.

Answer

The z-score can be expressed as

where

Therefore the z-score is:

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Question

On a statistics exam, the mean score was and there was a standard deviation of . If a student's actual score of , what is his/her z-score?

Answer

The z-score is a measure of an actual score's distance from the mean in terms of the standard deviation. The formula is:

Where are the mean and standard deviation, respectively. is the actual score.

If we plug in the values we have from the original problem we have

which is approximately .

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Question

The salaries of employees at XYZ Corporation follow a normal distribution with mean 60,000 and standard deviation 7,500. What proportion of employees earn approximately between 69,000 and 78,000?

Normal-distribution

Use the normal distribution table to calculate the probabilities. Round your answer to the nearest thousandth.

Answer

Let X represent the salaries of employees at XYZ Corporation.

We want to determine the probability that X is between 69,000 and 78,000:

To approximate this probability, we convert 69,000 and 78,000 to standardized values (z-scores).

We then want to determine the probability that z is between 1.2 and 2.4

The proportion of employees who earn between 69,000 and 78,000 is 0.107.

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Question

The mean grade on a science test was 79 and there was a standard deviation of 6. If your sister scored an 88, what is her z-score?

Answer

Use the formula for z-score:

Where is her test score, is the mean, and is the standard deviation.

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Question

You just took your ACT. The mean score was a with a standard deviation of . If you scored a , what is your z-score?

Answer

Use the formula for z-score:

Where is your score, is the mean, and is the standard deviation.

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Question

Your teacher tells you that the mean score for a test was a and that the standard deviation was for your class.

You are given that the -score for your test was . What did you score on your test?

Answer

The formula for a z-score is

where = mean and = standard deviation and =your test grade.

Plugging in your z-score, mean, and standard deviation that was originally given in the question we get the following.

Now to find the grade you got on the test we will solve for .

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Question

In a normal distribution, if the mean score is 8 in a gymnastics competition and the student scores a 9.3, what is the z-score if the standard deviation is 2.5?

Answer

Write the formula to find the z-score. Z-scores are defined as the number of standard deviations from the given mean.

Substitute the values into the formula and solve for the z-score.

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Question

Suppose a student scored a on a test. The mean of the tests are , and the standard deviation is . What is the student's z-score?

Answer

Write the formula for z-score where is the data, is the population mean, and is the population standard deviation.

Substitute the variables.

The z-score is:

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Question

Suppose Bob's test score is 50. Determine the z-score if the standard deviation is 3, and the mean is 75.

Answer

Write the formula for z-scores. This tells how many standard deviations above the below the mean.

Substitute the known values into the equation.

The z-score is:

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Question

Find the z-score if the result of a test score is 6, the mean is 8, the standard deviation is 2.

Answer

Write the formula to determine the z-scores.

Substitute all the known values into the formula to determine the z-score.

Simplify this equation.

The answer is:

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Question

Determine the z-score of a test result is 45, the mean is 60, and the standard deviation is 8.

Answer

Write the formula for z-scores. Z-scores determine the number of standard deviations below or above the mean.

Substitute the values into the formula to determine the z-score.

The z-score is .

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Question

Suppose Billy scored a 54 on his exam. The mean of the exam grades is 66 and the standard deviation is 3. What is the z-score?

Answer

Write the formula for z-scores. Z scores determine how many standard deviations a score is above or below the mean.

Substitute the known values in order to determine the z-score.

The answer is:

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Question

Sarah scored an 8.5 out of ten on her gymnastics floor routine. If the mean of the scores is 9.2 and the standard deviation is 1.3, what is her z-score?

Answer

Write the formula for z-scores. Z-scores are indicators of how many standard deviations above or below the mean.

Substitute the known values.

The answer is:

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