Math Problem Statement
A recent survey by the American Automobile Association showed that a family of two adults and two children on vacation in the United States will pay an average of $247 per day for food and lodging with a standard deviation of $60 per day. Assuming the data are normally distributed, find, to the nearest hundredth, the z-scores for each of the following vacation expense amounts. a. $197 per day.
b. $277 per day.
c. $310 per day.
Solution
To find the z-scores for the given vacation expense amounts, we can use the z-score formula:
Where:
- is the value for which we are finding the z-score,
- is the mean (average expense per day),
- is the standard deviation.
Let's calculate the z-scores for each of the given values:
a. For :
The z-score for $197 per day is -0.83.
b. For :
The z-score for $277 per day is 0.50.
c. For :
The z-score for $310 per day is 1.05.
Summary:
- a. $197 per day:
- b. $277 per day:
- c. $310 per day:
Would you like further details or have any questions about these calculations?
Here are 5 related questions you could explore:
- What does a z-score of 0 represent in a normal distribution?
- How can we interpret negative z-scores in real-life scenarios?
- What is the probability of spending less than $197 per day?
- How would the z-scores change if the standard deviation was larger or smaller?
- How can we use z-scores to determine outliers in this data?
Tip: A z-score tells you how many standard deviations a data point is from the mean. It helps standardize different scales or data sets for comparison.
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Math Problem Analysis
Mathematical Concepts
Statistics
Normal Distribution
Z-Score
Formulas
Z-score formula: z = (x - μ) / σ
Theorems
68-95-99.7 rule for normal distribution
Suitable Grade Level
Grades 10-12
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