The heights of fully grown trees of a specific species are normally distributed, with a mean of 66.5 feet and a standard deviation of 6.00 feet. Random samples of size 16 are drawn from the population. Use the central limit theorem to find the mean and standard error of the sampling distribution. Then sketch a graph of the sampling distribution. The mean of the sampling distribution is p The standard error of the sampling distribution is o (Round to two decimal places as needed.)

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
**Instruction: Understanding Sampling Distributions**

The heights of fully grown trees of a specific species are normally distributed, with a mean of 66.5 feet and a standard deviation of 6.00 feet. Random samples of size 16 are drawn from the population. Use the central limit theorem to find the mean and standard error of the sampling distribution. Then sketch a graph of the sampling distribution.

- The mean of the sampling distribution is \( \mu_{\bar{x}} = \, \_\_\_ \).
- The standard error of the sampling distribution is \( \sigma_{\bar{x}} = \, \_\_\_ \).

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

**Explanation:**

1. **Mean of the Sampling Distribution (\( \mu_{\bar{x}} \)):**

   The mean of the sampling distribution (\( \mu_{\bar{x}} \)) is equal to the mean of the population. Therefore, \( \mu_{\bar{x}} = 66.5 \) feet.

2. **Standard Error of the Sampling Distribution (\( \sigma_{\bar{x}} \)):**

   The standard error of the sampling distribution is calculated using the formula:

   \[
   \sigma_{\bar{x}} = \frac{\sigma}{\sqrt{n}}
   \]

   where \( \sigma = 6.00 \) feet and \( n = 16 \).
   
   Substitute these values into the formula and round to two decimal places.

3. **Graph of the Sampling Distribution:**

   - Sketch a normal distribution curve, as the central limit theorem dictates that the sampling distribution of the sample mean will be approximately normally distributed if the sample size is sufficiently large (even if the population distribution is not normal).
   - Indicate the mean on the graph, as well as the standard error intervals to show the spread of the distribution.

**Note:** Ensure all calculations are checked for accuracy.
Transcribed Image Text:**Instruction: Understanding Sampling Distributions** The heights of fully grown trees of a specific species are normally distributed, with a mean of 66.5 feet and a standard deviation of 6.00 feet. Random samples of size 16 are drawn from the population. Use the central limit theorem to find the mean and standard error of the sampling distribution. Then sketch a graph of the sampling distribution. - The mean of the sampling distribution is \( \mu_{\bar{x}} = \, \_\_\_ \). - The standard error of the sampling distribution is \( \sigma_{\bar{x}} = \, \_\_\_ \). *(Round to two decimal places as needed.)* **Explanation:** 1. **Mean of the Sampling Distribution (\( \mu_{\bar{x}} \)):** The mean of the sampling distribution (\( \mu_{\bar{x}} \)) is equal to the mean of the population. Therefore, \( \mu_{\bar{x}} = 66.5 \) feet. 2. **Standard Error of the Sampling Distribution (\( \sigma_{\bar{x}} \)):** The standard error of the sampling distribution is calculated using the formula: \[ \sigma_{\bar{x}} = \frac{\sigma}{\sqrt{n}} \] where \( \sigma = 6.00 \) feet and \( n = 16 \). Substitute these values into the formula and round to two decimal places. 3. **Graph of the Sampling Distribution:** - Sketch a normal distribution curve, as the central limit theorem dictates that the sampling distribution of the sample mean will be approximately normally distributed if the sample size is sufficiently large (even if the population distribution is not normal). - Indicate the mean on the graph, as well as the standard error intervals to show the spread of the distribution. **Note:** Ensure all calculations are checked for accuracy.
Expert Solution
steps

Step by step

Solved in 2 steps with 1 images

Blurred answer
Follow-up Questions
Read through expert solutions to related follow-up questions below.
Follow-up Question

No clear indication as to what the answers are for this problem.

Solution
Bartleby Expert
SEE SOLUTION
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