3. This question requires you to work z score problems with the sampling distribution of means. For each problem, begin by computing the standard error of the mean, using the formula: Then make two diagrams of the problem-one in terms of the actual scores, and one in terms of the z scores; mark the area under investigation on each curve. Show calculation of the appropriate z scores. List the line(s) from the z score table that you use to answer the question. Provide a verbal answer to each question. a. Assume you have a sampling distribution of means of samples of size n=16 from a population distribution in which u = 46 and o = 36. What proportion of sample means fall above M = 48? b. Assume you have a sampling distribution of means of samples of size n=25 from a population distribution in which u = 100 and o = 15. What proportion of sample means fall above M = 96? c. Assume you have a sampling distribution of means of samples of size n=49 from a population distribution in which u = 44 and o = 14. What proportion of sample means fall below M = 47?

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
Certainly! Here's the transcription for educational purposes:

---

8. **This question requires you to work z score problems with the sampling distribution of means.** For each problem, begin by computing the standard error of the mean, using the formula:

\[
\sigma_M = \frac{\sigma}{\sqrt{n}}
\]

Then make two diagrams of the problem—one in terms of the actual scores, and one in terms of the z scores; mark the area under investigation on each curve. Show calculation of the appropriate z scores. List the line(s) from the z score table that you use to answer the question. Provide a verbal answer to each question.

a. Assume you have a sampling distribution of means of samples of size \( n = 16 \) from a population distribution in which \( \mu = 46 \) and \( \sigma = 36 \). What proportion of sample means fall above \( M = 48 \)?

b. Assume you have a sampling distribution of means of samples of size \( n = 25 \) from a population distribution in which \( \mu = 100 \) and \( \sigma = 15 \). What proportion of sample means fall above \( M = 96 \)?

c. Assume you have a sampling distribution of means of samples of size \( n = 49 \) from a population distribution in which \( \mu = 44 \) and \( \sigma = 14 \). What proportion of sample means fall below \( M = 47 \)?

---

**Instructions for the Graphs/Diagrams:**

1. **Diagram 1: Actual Scores**
   - Plot a normal distribution curve representing the population distribution.
   - Indicate the mean (\(\mu\)) on the horizontal axis.
   - Mark the sample mean (\(M\)) on the curve.
   - Shade the area that corresponds to the probability question being asked.

2. **Diagram 2: Z Scores**
   - Convert the actual score problem into z scores using the formula for z scores.
   - Plot a standard normal distribution curve.
   - Mark and shade the appropriate areas on this curve to visually represent the probability of z scores. 

Ensure to annotate and label key points on the graphs, such as the mean (\(\mu\)), standard deviation (\(\sigma\)), sample mean (M), and the corresponding z scores.
Transcribed Image Text:Certainly! Here's the transcription for educational purposes: --- 8. **This question requires you to work z score problems with the sampling distribution of means.** For each problem, begin by computing the standard error of the mean, using the formula: \[ \sigma_M = \frac{\sigma}{\sqrt{n}} \] Then make two diagrams of the problem—one in terms of the actual scores, and one in terms of the z scores; mark the area under investigation on each curve. Show calculation of the appropriate z scores. List the line(s) from the z score table that you use to answer the question. Provide a verbal answer to each question. a. Assume you have a sampling distribution of means of samples of size \( n = 16 \) from a population distribution in which \( \mu = 46 \) and \( \sigma = 36 \). What proportion of sample means fall above \( M = 48 \)? b. Assume you have a sampling distribution of means of samples of size \( n = 25 \) from a population distribution in which \( \mu = 100 \) and \( \sigma = 15 \). What proportion of sample means fall above \( M = 96 \)? c. Assume you have a sampling distribution of means of samples of size \( n = 49 \) from a population distribution in which \( \mu = 44 \) and \( \sigma = 14 \). What proportion of sample means fall below \( M = 47 \)? --- **Instructions for the Graphs/Diagrams:** 1. **Diagram 1: Actual Scores** - Plot a normal distribution curve representing the population distribution. - Indicate the mean (\(\mu\)) on the horizontal axis. - Mark the sample mean (\(M\)) on the curve. - Shade the area that corresponds to the probability question being asked. 2. **Diagram 2: Z Scores** - Convert the actual score problem into z scores using the formula for z scores. - Plot a standard normal distribution curve. - Mark and shade the appropriate areas on this curve to visually represent the probability of z scores. Ensure to annotate and label key points on the graphs, such as the mean (\(\mu\)), standard deviation (\(\sigma\)), sample mean (M), and the corresponding z scores.
Expert Solution
steps

Step by step

Solved in 3 steps with 3 images

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