Problem

LEARNING OBJECTIVE: Identify the percent of data that is between two values using a given standard deviation, mean, and the 68-95-99.7 rule.

At a nearby frozen yogurt shop, the mean cost of a pint of frozen yogurt is $1.50 with a standard deviation of 50:10.
Assuming the data is normally distributed, approximately what percent of customers are willing to pay between $1.30 and $1.70 for a pint of frozen yogurt?
a) 99.7%
b. 34%
c.) 68%
d.) 95%

Answer

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Answer

Therefore, the correct answer is: 34%

Steps

Step 1 :Calculate how many standard deviations away from the mean our two values are. For $1.30, subtract the mean from this value and divide by the standard deviation: (1.301.50)/0.50=0.4 standard deviations away from the mean.

Step 2 :Do the same for $1.70: (1.701.50)/0.50=0.4 standard deviations away from the mean.

Step 3 :We are looking for the percentage of data that falls within -0.4 and 0.4 standard deviations of the mean.

Step 4 :According to the 68-95-99.7 rule (also known as the empirical rule), approximately 68% of data in a normal distribution falls within one standard deviation of the mean.

Step 5 :Since -0.4 and 0.4 standard deviations are less than one standard deviation away from the mean, we can conclude that the percentage of customers willing to pay between 1.30and1.70 for a pint of frozen yogurt is less than 68%.

Step 6 :Therefore, the correct answer is: 34%

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