Question 27·Hard·Inference from Sample Statistics and Margin of Error
Rent Survey Results
| Statistic | Value |
|---|---|
| Sample size | 400 apartments |
| Sample mean monthly rent | $1,120 |
| Margin of error (95% confidence) | ± $60 |
There are 18,500 apartments in the city. Based on the survey results, what is the greatest possible total amount of rent that all apartments in the city could collect in a single month, in dollars?
For questions involving a sample mean and a margin of error, first turn the margin of error into an interval by adding and subtracting from the sample mean. Then decide whether the problem wants the minimum, maximum, or just a typical value, and choose the lower bound, upper bound, or center accordingly. Finally, apply that value to the full population by multiplying by the total number of items (here, apartments), not the sample size. Doing the interval step and then a single clear multiplication keeps the work quick and avoids common traps.
Hints
Use the margin of error correctly
The margin of error is dollars around the sample mean of . What is the highest plausible value for the true average monthly rent?
Focus on "greatest possible"
Since the question wants the greatest possible total rent, should you use the lower bound, the upper bound, or the middle (sample mean) of the interval?
Connect average rent to total rent
Once you know the largest possible average rent per apartment, how can you use the total number of apartments, , to find the total rent collected in one month?
Check which quantity to multiply
Be careful to multiply by the total number of apartments in the city (18,500), not the sample size (400).
Desmos Guide
Compute the maximum total rent
In Desmos, type the expression (1120 + 60) * 18500 to represent the highest possible average rent () times the 18,500 apartments. The number Desmos outputs is the greatest possible total monthly rent in dollars.
Step-by-step Explanation
Interpret the margin of error
The sample mean monthly rent is , with a margin of error of dollars at a 95% confidence level.
That means the true average monthly rent for all apartments in the city is likely between:
- Lower bound:
- Upper bound:
Decide which bound to use
The question asks for the greatest possible total amount of rent all apartments could collect.
To make the total as large as possible, we want the largest possible average rent, which is the upper bound of the interval: dollars per month.
Set up the total rent calculation
If the true average rent for the city were dollars, then the total monthly rent collected by all apartments would be:
This expression represents the greatest possible total monthly rent consistent with the survey and margin of error.
Compute the total rent
Now multiply by :
So the greatest possible total monthly rent is dollars, which corresponds to answer choice C) 21,830,000.