the results. Use the standard normal distribution or the t-distribution to construct a 95% confidence interval for the population mean. Justify your decision. If neither distribution can be used, explain why. Interpret In a recent season, the population standard deviation of the yards per carry for all running backs was 1.28. The yards per carry of 25 randomly selected running backs are shown below. Assume the yards per carry are normally distributed. 4.3 1.6 4.6 5.3 5.5 4.6 5.7 7.4 A. The 95% confidence interval is ( 3.3 7.2 5.6 3.3 (Round to two decimal places as needed.) OB. Neither distribution can be used to construct the confidence interval. 7.3 4.2 6.7 6.7 2.8 7.2 Which distribution should be used to construct the confidence interval? OA. Use a t-distribution because n<30 and a is known. B. Use a normal distribution because o is known and the data are normally distributed. OC. Use a t-distribution because n<30 and a is unknown. OD. Use a normal distribution because n<30, the data are normally distributed and a is unknown. OE. Cannot use the standard normal distribution or the t-distribution because a is unknown, n<30, and the data are not normally distributed. Select the correct choice below and, if necessary, fill in any answer boxes to complete your choice. 1.3 6.2 1.8 5.7 K 5.2 6.3 3.7 D

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
Use the standard normal distribution or the 1-distribution to construct a 95% confidence interval for the population mean. Justify your decision. If neither distribution can be used, explain why. Interpret the results. the results. In a recent season, the population standard deviation of the yards per carry for all running backs was 1.28. The yards per carry of 25 randomly selected running backs are shown below. Assume the Yards per carry are normally distributed.
**Constructing a 95% Confidence Interval Using the Standard Normal and t-Distributions**

In a recent season, the population standard deviation of the yards per carry for all running backs was 1.28. The yards per carry of 25 randomly selected running backs are shown below. Assume the yards per carry are normally distributed.

Data: 
4.6, 5.5, 4.3, 5.7, 3.3, 5.3, 5.0, 7.3, 6.7, 2.8, 1.3, 1.8, 5.5, 5.2, 6.7, 7.2, 4.6, 7.4, 3.7, 2.2, 5.7, 6.3, 6.7, 6.2, 3.2

---

**Question:**
Which distribution should be used to construct the confidence interval?

- **Options:**
  - A. Use a t-distribution because n < 30 and σ is known.
  - B. Use a normal distribution because σ is known and the data are normally distributed.
  - C. Use a t-distribution because n < 30 and σ is unknown.
  - D. Use a normal distribution because n < 30, the data are normally distributed and σ is unknown.
  - E. Cannot use the standard normal distribution or the t-distribution because σ is unknown, n < 30, and the data are not normally distributed.

**Correct Choice**: 
- Select the correct choice below and, if necessary, fill in any answer boxes to complete your choice.

  - The correct choice is **B. Use a normal distribution because σ is known and the data are normally distributed.**

---

**Further Instructions:**

- **Part A: The 95% confidence interval is [__, __].  
  (Round to two decimal places as needed.)

- **Part B: Neither distribution can be used to construct the confidence interval.**

---

By selecting the appropriate distribution, the correct confidence interval can be calculated, using the standard formulae, for accurate statistical inference.
Transcribed Image Text:**Constructing a 95% Confidence Interval Using the Standard Normal and t-Distributions** In a recent season, the population standard deviation of the yards per carry for all running backs was 1.28. The yards per carry of 25 randomly selected running backs are shown below. Assume the yards per carry are normally distributed. Data: 4.6, 5.5, 4.3, 5.7, 3.3, 5.3, 5.0, 7.3, 6.7, 2.8, 1.3, 1.8, 5.5, 5.2, 6.7, 7.2, 4.6, 7.4, 3.7, 2.2, 5.7, 6.3, 6.7, 6.2, 3.2 --- **Question:** Which distribution should be used to construct the confidence interval? - **Options:** - A. Use a t-distribution because n < 30 and σ is known. - B. Use a normal distribution because σ is known and the data are normally distributed. - C. Use a t-distribution because n < 30 and σ is unknown. - D. Use a normal distribution because n < 30, the data are normally distributed and σ is unknown. - E. Cannot use the standard normal distribution or the t-distribution because σ is unknown, n < 30, and the data are not normally distributed. **Correct Choice**: - Select the correct choice below and, if necessary, fill in any answer boxes to complete your choice. - The correct choice is **B. Use a normal distribution because σ is known and the data are normally distributed.** --- **Further Instructions:** - **Part A: The 95% confidence interval is [__, __]. (Round to two decimal places as needed.) - **Part B: Neither distribution can be used to construct the confidence interval.** --- By selecting the appropriate distribution, the correct confidence interval can be calculated, using the standard formulae, for accurate statistical inference.
Expert Solution
steps

Step by step

Solved in 3 steps with 5 images

Blurred answer
Similar 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