If np 25 and nq 25, estimate P(fewer than 4) with n= 13 and p = 0.4 by using the normal distribution as an approximation to the binomial distribution; if np< 5 or ng<5, then state that the normal approximation is not suitable. %3D %3D Select the correct choice below and, if necessary, fill in the answer box to complete your choice. O A. P(fewer than 4)= (Round to four decimal places as needed.) O B. The normal approximation is not suitable.
If np 25 and nq 25, estimate P(fewer than 4) with n= 13 and p = 0.4 by using the normal distribution as an approximation to the binomial distribution; if np< 5 or ng<5, then state that the normal approximation is not suitable. %3D %3D Select the correct choice below and, if necessary, fill in the answer box to complete your choice. O A. P(fewer than 4)= (Round to four decimal places as needed.) O B. The normal approximation is not suitable.
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
Related questions
Question
![### Problem Statement:
If \( np \geq 5 \) and \( nq \geq 5 \), estimate \( P(\text{fewer than 4}) \) with \( n = 13 \) and \( p = 0.4 \) by using the normal distribution as an approximation to the binomial distribution; if \( np < 5 \) or \( nq < 5 \), then state that the normal approximation is not suitable.
### Instructions:
Select the correct choice below and, if necessary, fill in the answer box to complete your choice.
#### Options:
- **A.** \( P(\text{fewer than 4}) = \_\_\_\_ \)
- Note: Round to four decimal places as needed.
- **B.** The normal approximation is not suitable.
---
### Explanation of Concepts:
- **Binomial Distribution:** A discrete probability distribution of the number of successes in a sequence of n independent experiments, where each experiment has a binary outcome (success/failure) with a constant probability of success, \( p \).
- **Normal Approximation:** For a large number of trials \( n \), the binomial distribution \( B(n, p) \) can be approximated by a normal distribution \( N(np, \sqrt{npq}) \) if certain conditions, specifically \( np \geq 5 \) and \( nq \geq 5 \), are met. Here, \( q = 1 - p \).
---
- **Given:**
- \( n = 13 \)
- \( p = 0.4 \)
- **Calculate \( np \) and \( nq \):**
- \( np = 13 \times 0.4 = 5.2 \)
- \( nq = 13 \times 0.6 = 7.8 \)
Since both conditions \( np \geq 5 \) and \( nq \geq 5 \) are satisfied, the normal approximation can be used.
To find \( P(\text{fewer than 4}) \), convert the binomial variable to a normal variable and use the Z-score:
- Mean (\( \mu \)) = \( np \)
- Standard Deviation (\( \sigma \)) = \( \sqrt{npq} \)
Calculate the Z-score and then find the corresponding probability from the standard](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fca604df5-9c37-40dd-927c-9a3daed18644%2F24676db5-4ea2-4585-b5cf-82185cadbbff%2F2b4hxaq.jpeg&w=3840&q=75)
Transcribed Image Text:### Problem Statement:
If \( np \geq 5 \) and \( nq \geq 5 \), estimate \( P(\text{fewer than 4}) \) with \( n = 13 \) and \( p = 0.4 \) by using the normal distribution as an approximation to the binomial distribution; if \( np < 5 \) or \( nq < 5 \), then state that the normal approximation is not suitable.
### Instructions:
Select the correct choice below and, if necessary, fill in the answer box to complete your choice.
#### Options:
- **A.** \( P(\text{fewer than 4}) = \_\_\_\_ \)
- Note: Round to four decimal places as needed.
- **B.** The normal approximation is not suitable.
---
### Explanation of Concepts:
- **Binomial Distribution:** A discrete probability distribution of the number of successes in a sequence of n independent experiments, where each experiment has a binary outcome (success/failure) with a constant probability of success, \( p \).
- **Normal Approximation:** For a large number of trials \( n \), the binomial distribution \( B(n, p) \) can be approximated by a normal distribution \( N(np, \sqrt{npq}) \) if certain conditions, specifically \( np \geq 5 \) and \( nq \geq 5 \), are met. Here, \( q = 1 - p \).
---
- **Given:**
- \( n = 13 \)
- \( p = 0.4 \)
- **Calculate \( np \) and \( nq \):**
- \( np = 13 \times 0.4 = 5.2 \)
- \( nq = 13 \times 0.6 = 7.8 \)
Since both conditions \( np \geq 5 \) and \( nq \geq 5 \) are satisfied, the normal approximation can be used.
To find \( P(\text{fewer than 4}) \), convert the binomial variable to a normal variable and use the Z-score:
- Mean (\( \mu \)) = \( np \)
- Standard Deviation (\( \sigma \)) = \( \sqrt{npq} \)
Calculate the Z-score and then find the corresponding probability from the standard
Expert Solution
![](/static/compass_v2/shared-icons/check-mark.png)
This question has been solved!
Explore an expertly crafted, step-by-step solution for a thorough understanding of key concepts.
This is a popular solution!
Trending now
This is a popular solution!
Step by step
Solved in 2 steps with 5 images
![Blurred answer](/static/compass_v2/solution-images/blurred-answer.jpg)
Knowledge Booster
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.Recommended textbooks for you
![MATLAB: An Introduction with Applications](https://www.bartleby.com/isbn_cover_images/9781119256830/9781119256830_smallCoverImage.gif)
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
![Probability and Statistics for Engineering and th…](https://www.bartleby.com/isbn_cover_images/9781305251809/9781305251809_smallCoverImage.gif)
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
![Statistics for The Behavioral Sciences (MindTap C…](https://www.bartleby.com/isbn_cover_images/9781305504912/9781305504912_smallCoverImage.gif)
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
![MATLAB: An Introduction with Applications](https://www.bartleby.com/isbn_cover_images/9781119256830/9781119256830_smallCoverImage.gif)
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
![Probability and Statistics for Engineering and th…](https://www.bartleby.com/isbn_cover_images/9781305251809/9781305251809_smallCoverImage.gif)
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
![Statistics for The Behavioral Sciences (MindTap C…](https://www.bartleby.com/isbn_cover_images/9781305504912/9781305504912_smallCoverImage.gif)
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…](https://www.bartleby.com/isbn_cover_images/9780134683416/9780134683416_smallCoverImage.gif)
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
![The Basic Practice of Statistics](https://www.bartleby.com/isbn_cover_images/9781319042578/9781319042578_smallCoverImage.gif)
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](https://www.bartleby.com/isbn_cover_images/9781319013387/9781319013387_smallCoverImage.gif)
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman