Describe the shape of the sampling distribution of p. Choose the correct answer below. OA. The shape of the sampling distribution of p is not normal because n ≤0.05N and np(1-p) < 10. B. The shape of the sampling distribution of p is approximately normal because n ≤0.05N and np(1-p) ≥ 10. OC. The shape of the sampling distribution of p is not normal because n ≤0.05N and np(1-p) ≥ 10. A OD. The shape of the sampling distribution of p is approximately normal because n ≤0.05N and np(1-p) < 10. Determine the mean of the sampling distribution of of p. (Round to three decimal places as needed.) HA = Determine the standard deviation of the sampling distribution of p. (Round to three decimal places as needed.) OA = р

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
**Title: Understanding the Sampling Distribution of the Sample Proportion**

**Introduction**

In this exercise, we'll explore the sampling distribution of the sample proportion (\(\hat{p}\)). We are given the following parameters:

- Population size (\(N\)): 30,000
- Sample size (\(n\)): 1,100
- Population proportion (\(p\)): 0.708

**Objective**

Understand the shape of the sampling distribution of \(\hat{p}\) and calculate its mean and standard deviation.

**Question 1: Shape of the Sampling Distribution**

Choose the correct statement regarding the shape of the sampling distribution of \(\hat{p}\):

- **A.** The shape of the sampling distribution of \(\hat{p}\) is not normal because \(n \leq 0.05N\) and \(np(1-p) < 10\).
- **B.** The shape of the sampling distribution of \(\hat{p}\) is approximately normal because \(n \leq 0.05N\) and \(np(1-p) \geq 10\).
- **C.** The shape of the sampling distribution of \(\hat{p}\) is not normal because \(n \leq 0.05N\) and \(np(1-p) \geq 10\).
- **D.** The shape of the sampling distribution of \(\hat{p}\) is approximately normal because \(n \leq 0.05N\) and \(np(1-p) < 10\).

**Question 2: Determine the Mean**

Calculate the mean of the sampling distribution of \(\hat{p}\):

\[
\mu_{\hat{p}} = \_  \_  \_ 
\]

*(Round to three decimal places as needed.)*

**Question 3: Determine the Standard Deviation**

Calculate the standard deviation of the sampling distribution of \(\hat{p}\):

\[
\sigma_{\hat{p}} = \_  \_  \_ 
\]

*(Round to three decimal places as needed.)*

**Conclusion**

To solve these problems, use the criteria for the normal approximation of the binomial distribution and apply the formulas for the mean and standard deviation of the sampling distribution.
Transcribed Image Text:**Title: Understanding the Sampling Distribution of the Sample Proportion** **Introduction** In this exercise, we'll explore the sampling distribution of the sample proportion (\(\hat{p}\)). We are given the following parameters: - Population size (\(N\)): 30,000 - Sample size (\(n\)): 1,100 - Population proportion (\(p\)): 0.708 **Objective** Understand the shape of the sampling distribution of \(\hat{p}\) and calculate its mean and standard deviation. **Question 1: Shape of the Sampling Distribution** Choose the correct statement regarding the shape of the sampling distribution of \(\hat{p}\): - **A.** The shape of the sampling distribution of \(\hat{p}\) is not normal because \(n \leq 0.05N\) and \(np(1-p) < 10\). - **B.** The shape of the sampling distribution of \(\hat{p}\) is approximately normal because \(n \leq 0.05N\) and \(np(1-p) \geq 10\). - **C.** The shape of the sampling distribution of \(\hat{p}\) is not normal because \(n \leq 0.05N\) and \(np(1-p) \geq 10\). - **D.** The shape of the sampling distribution of \(\hat{p}\) is approximately normal because \(n \leq 0.05N\) and \(np(1-p) < 10\). **Question 2: Determine the Mean** Calculate the mean of the sampling distribution of \(\hat{p}\): \[ \mu_{\hat{p}} = \_ \_ \_ \] *(Round to three decimal places as needed.)* **Question 3: Determine the Standard Deviation** Calculate the standard deviation of the sampling distribution of \(\hat{p}\): \[ \sigma_{\hat{p}} = \_ \_ \_ \] *(Round to three decimal places as needed.)* **Conclusion** To solve these problems, use the criteria for the normal approximation of the binomial distribution and apply the formulas for the mean and standard deviation of the sampling distribution.
Expert Solution
trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 3 steps with 2 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