Question 10·Easy·Inference from Sample Statistics and Margin of Error
A nutritionist randomly selected 25 students from a high school that has 500 students in total. Of the students in the sample, 6 said they drink at least 8 glasses of water each day. Based on this sample, which of the following is the best estimate of the number of students at the school who drink at least 8 glasses of water each day?
For questions that ask you to estimate a total based on a sample, first find the sample proportion (for example, ). Then apply that proportion to the full population by setting up a proportion like or by directly multiplying the population by the sample proportion. Do the arithmetic carefully (especially dividing to get the correct decimal or percent) and then match your result to the closest answer choice.
Hints
Use the sample to get a fraction
How many students in the sample drink at least 8 glasses of water each day, and how many students are in the sample total? Write this as a fraction.
Turn the fraction into a proportion
Think of the fraction from the sample as representing the proportion of all students at the school. How can you write an equation that compares the sample fraction to for the whole school?
Solve the proportion or scale up directly
You can either solve by cross-multiplying, or multiply the sample proportion by 500. Remember that is a simple number.
Match your result to an answer choice
Once you find the estimated number of students, look at the choices and select the one that equals your result.
Desmos Guide
Compute the scaled value
In Desmos, type the expression (6/25)*500. The output shows the estimated number of students in the entire school who drink at least 8 glasses of water per day; choose the answer option that matches this value.
Step-by-step Explanation
Find the sample proportion
From the sample, 6 out of 25 students drink at least 8 glasses of water each day.
Write this as a fraction: .
Now convert to a decimal or percent:
- , which is .
Apply the proportion to the whole school
Assume the same proportion holds for the entire school of 500 students.
Set up a proportion:
where is the estimated number of students in the whole school who drink at least 8 glasses of water each day.
Solve for the total number of students
Solve the proportion for .
You can multiply the fraction by 500:
First compute , then:
So the best estimate is , which corresponds to choice D.