A random sample of 30 students at a high school was allowed to play a popular cell phone game for an hour in order to score as many points as possible. The sample yielded an average score of 375 and a standard deviation of 100. The resulting 90% confidence interval is 375 +31. Which of the following statements best summarizes the meaning of this confidence interval? O Approximately 90% of the students at a high school will have an average score between 344 and 406 points. O If we repeated this procedure many times, about 10% of the confidence intervals constructed will fail to include the mean number of points scored by all students at a high school. O Approximately 10% of all students at the high school will score more than 406 points. If we repeated this procedure many times, the average number of points scored by our sample of 30 students will be between 344 and 406 points approximately 90% of the time.

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
icon
Related questions
Question
**Study on High School Students' Scores in a Mobile Game**

A random sample of 30 students at a high school was allowed to play a popular cell phone game for an hour, aiming to score as many points as possible. The study revealed an average score of 375 with a standard deviation of 100. The 90% confidence interval for this data is calculated as 375 ± 31.

**Question:**
Which statement best summarizes the meaning of this confidence interval?

- **Option A:** Approximately 90% of the students at a high school will have an average score between 344 and 406 points.
  
- **Option B:** If this procedure were repeated many times, about 10% of the confidence intervals constructed would fail to include the mean number of points scored by all students at a high school.
  
- **Option C:** Approximately 10% of all students at the high school will score more than 406 points.
  
- **Option D:** If we repeated this procedure many times, the average number of points scored by our sample of 30 students will be between 344 and 406 points approximately 90% of the time.

**Explanation of 90% Confidence Interval:**
The confidence interval range of 344 to 406 points indicates that if we were to take many samples and build a confidence interval from each of them, we would expect about 90% of these intervals to contain the true average score of the population of all students at the high school. This statistical measure gives insight into the reliability and variability of the sample mean as an estimate of the population mean.
Transcribed Image Text:**Study on High School Students' Scores in a Mobile Game** A random sample of 30 students at a high school was allowed to play a popular cell phone game for an hour, aiming to score as many points as possible. The study revealed an average score of 375 with a standard deviation of 100. The 90% confidence interval for this data is calculated as 375 ± 31. **Question:** Which statement best summarizes the meaning of this confidence interval? - **Option A:** Approximately 90% of the students at a high school will have an average score between 344 and 406 points. - **Option B:** If this procedure were repeated many times, about 10% of the confidence intervals constructed would fail to include the mean number of points scored by all students at a high school. - **Option C:** Approximately 10% of all students at the high school will score more than 406 points. - **Option D:** If we repeated this procedure many times, the average number of points scored by our sample of 30 students will be between 344 and 406 points approximately 90% of the time. **Explanation of 90% Confidence Interval:** The confidence interval range of 344 to 406 points indicates that if we were to take many samples and build a confidence interval from each of them, we would expect about 90% of these intervals to contain the true average score of the population of all students at the high school. This statistical measure gives insight into the reliability and variability of the sample mean as an estimate of the population mean.
Expert Solution
trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 2 steps

Blurred answer
Similar questions
  • SEE MORE QUESTIONS
Recommended textbooks for you
MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
Elementary Statistics: Picturing the World (7th E…
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman