Question 26·Medium·Inference from Sample Statistics and Margin of Error
A survey asked a random sample of 200 high school students in a large district how many hours they spent on homework the previous night. The sample mean was 2.4 hours, with an associated margin of error of 0.3 hour.
Which of the following statements about , the actual mean number of homework hours for all high school students in the district, is most plausible?
For questions involving a sample mean and a margin of error, immediately think "confidence interval": the true mean is most likely between (sample mean margin) and (sample mean margin). Do these two quick calculations, then scan the choices for the inequality that places strictly between those two endpoints. This avoids overthinking and lets you answer reliably even without deep statistics theory.
Hints
Focus on "margin of error"
How is a margin of error usually used with a sample mean? Think about whether it is added, subtracted, or both.
Build an interval
Use the sample mean and the margin of error to form a low and a high estimate. What do you get when you do and ?
Compare with the answer choices
Once you have the two numbers from the previous hint, look for the choice whose inequality has strictly between those two numbers.
Desmos Guide
Compute the interval endpoints
In the Desmos expression list, type 2.4-0.3 on one line and 2.4+0.3 on another line. Note the two numeric results; these are the lower and upper plausible values for the mean based on the margin of error.
Match the numbers to a choice
Look at the two values Desmos gives you, and then compare them with the answer options. Identify the option whose inequality has strictly between those two values.
Step-by-step Explanation
Interpret the symbols and wording
The symbol stands for the true mean homework time (in hours) for all high school students in the district.
We are told:
- Sample size: students (random sample)
- Sample mean: hours
- Margin of error: hour
We need to decide which statement about the true mean is most reasonable, based on the sample mean and margin of error.
Recall what a margin of error means
A margin of error of hour means the true mean is expected to be within hour above or below the sample mean .
So we make an interval by doing:
- Lower end: sample mean margin of error
- Upper end: sample mean margin of error
Compute the interval endpoints
Compute the two endpoints using the sample mean and margin of error :
- Lower endpoint:
- Upper endpoint:
So the plausible range for the true mean is between and hours.
Match the interval to the answer choices
We want the choice that says the true mean is between and .
Written as an inequality, that is:
This matches answer choice C.