A shareholders' group is lodging a protest against your company. The shareholders group claimed that the mean tenure for a chief exective office (CEO) was at least 11 years. A survey of 70 companies reported in The Wall Street Journal found a sample mean tenure of 10.3 years for CEOS with a standard deviation of s = 4.9 years (The Wall Street Journal, January 2, 2007). You don't know the population standard deviation but can assume it is normally distributed. You want to formulate and test a hypothesis that can be used to challenge the validity of the claim made by the group, at a significance level of a = 0.005. Your hypotheses are: H,:µ = 11 Haiu < 11 What is the test statistic for this sample? test statistic = (Report answer accurate to 3 decimal places.) What is the p-value for this sample? p-value = (Report answer accurate to 4 decimal places.) The p-value is... less than (or equal to) a

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
Topic Video
Question
100%
**Hypothesis Testing: Sample Mean for CEO Tenure**

A shareholders’ group is lodging a protest against your company, claiming that the mean tenure for a chief executive officer (CEO) was at least 11 years. To address this claim, you decide to perform a hypothesis test using a sample survey.

**Scenario:**
A survey of 70 companies, reported in The Wall Street Journal, found a sample mean tenure of 10.3 years for CEOs, with a standard deviation of 4.9 years (The Wall Street Journal, January 2, 2007). Assume the population is normally distributed.

**Formulating the Hypothesis:**
You aim to challenge the validity of the claim made by the group at a significance level of \( \alpha = 0.005 \). Your hypotheses are as follows:

- Null Hypothesis (\(H_0\)): \( \mu = 11 \)
- Alternative Hypothesis (\(H_a\)): \( \mu < 11 \)

**Statistical Tests:**
1. **Test Statistic Calculation:**
   - The test statistic formula for the sample mean is:
     \[
     \text{test statistic} = \frac{\bar{x} - \mu}{s / \sqrt{n}}
     \]
   - Where:
     - \( \bar{x}\) is the sample mean (10.3 years)
     - \( \mu \) is the population mean (11 years)
     - \( s \) is the sample standard deviation (4.9 years)
     - \( n \) is the sample size (70)

2. **P-Value Calculation:**
   - Determine the p-value corresponding to the test statistic using the appropriate statistical tables or software.

**Questions to Answer:**

1. **What is the test statistic for this sample?**
   - Report the test statistic accurate to 3 decimal places.

2. **What is the p-value for this sample?**
   - Report the p-value accurate to 4 decimal places.

**Conclusion:**
- Compare the p-value with the significance level \( \alpha \).

**Decision Rules:**
- If the p-value is less than or equal to \( \alpha \):
  - Reject the null hypothesis.
- If the p-value is greater than \( \alpha \):
  - Fail to reject the null hypothesis.

**Final Conclusion:**
- There are multiple conclusions you can draw based on the outcomes of the
Transcribed Image Text:**Hypothesis Testing: Sample Mean for CEO Tenure** A shareholders’ group is lodging a protest against your company, claiming that the mean tenure for a chief executive officer (CEO) was at least 11 years. To address this claim, you decide to perform a hypothesis test using a sample survey. **Scenario:** A survey of 70 companies, reported in The Wall Street Journal, found a sample mean tenure of 10.3 years for CEOs, with a standard deviation of 4.9 years (The Wall Street Journal, January 2, 2007). Assume the population is normally distributed. **Formulating the Hypothesis:** You aim to challenge the validity of the claim made by the group at a significance level of \( \alpha = 0.005 \). Your hypotheses are as follows: - Null Hypothesis (\(H_0\)): \( \mu = 11 \) - Alternative Hypothesis (\(H_a\)): \( \mu < 11 \) **Statistical Tests:** 1. **Test Statistic Calculation:** - The test statistic formula for the sample mean is: \[ \text{test statistic} = \frac{\bar{x} - \mu}{s / \sqrt{n}} \] - Where: - \( \bar{x}\) is the sample mean (10.3 years) - \( \mu \) is the population mean (11 years) - \( s \) is the sample standard deviation (4.9 years) - \( n \) is the sample size (70) 2. **P-Value Calculation:** - Determine the p-value corresponding to the test statistic using the appropriate statistical tables or software. **Questions to Answer:** 1. **What is the test statistic for this sample?** - Report the test statistic accurate to 3 decimal places. 2. **What is the p-value for this sample?** - Report the p-value accurate to 4 decimal places. **Conclusion:** - Compare the p-value with the significance level \( \alpha \). **Decision Rules:** - If the p-value is less than or equal to \( \alpha \): - Reject the null hypothesis. - If the p-value is greater than \( \alpha \): - Fail to reject the null hypothesis. **Final Conclusion:** - There are multiple conclusions you can draw based on the outcomes of the
Expert Solution
trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 2 steps with 2 images

Blurred answer
Knowledge Booster
Hypothesis Tests and Confidence Intervals for Means
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, statistics and related others by exploring similar questions and additional content below.
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