Test the hypothesis that the proportion of Elementary School Districts being Anderson has increased from 30%. a) Express the null and alternative hypotheses in symbolic form for this claim. Enter your answer as a decimal. For example, if you have 35%, enter 0.35. Remember to enter a zero in front of the decimal point. However, if you have a percentage that is a multiple of 10, do not include the 0 after the number. For example, if you have 20%, enter 0.2, not 0.20. Ho: Hai Use the following to enter parameters: Proportion: enter p Mean: enter mu Use the following codes to enter the following symbols: enter >= enter <= # enter != b) Find the test statistic. Round to two decimal places. c) What is the p-value? Round to 4 decimals. P = d) Make a decision base on a 0.01 significance level. Do not reject the null Reject the null e) What is the conclusion?

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

I need help with this problem 

**Hypothesis Testing Guide: Proportion of Elementary School Districts Named Anderson**

**Hypothesis Statement:**
Test the hypothesis that the proportion of Elementary School Districts being Anderson has increased from 30%.

**Instructions:**

a) **Hypotheses Expression:**
- Express the null and alternative hypotheses in symbolic form for this claim.
- Enter your answer as a decimal. For example, if you have 35%, enter 0.35.
- Remember to enter a zero in front of the decimal point. However, if you have a percentage that is a multiple of 10, do not include the 0 after the number. For example, if you have 20%, enter 0.2, not 0.20.

- \( H_0: \) [Enter Text Box]
- \( H_a: \) [Enter Text Box]

**Parameters:**
- Proportion: enter \( p \)
- Mean: enter \( \mu \)

**Symbol Codes:**
- \( \ge \): enter >=
- \( \le \): enter <=
- \( \neq \): enter !=

b) **Test Statistic Calculation:**
- Find the test statistic. Round to two decimal places.
- [Enter Text Box]

c) **P-Value Calculation:**
- What is the p-value? Round to four decimals.
- \( p = \) [Enter Text Box]

d) **Decision Making:**
- Make a decision based on a 0.01 significance level.
  - [ ] Do not reject the null
  - [ ] Reject the null

e) **Conclusion:**
- What is the conclusion?
- [Enter Text Box]
Transcribed Image Text:**Hypothesis Testing Guide: Proportion of Elementary School Districts Named Anderson** **Hypothesis Statement:** Test the hypothesis that the proportion of Elementary School Districts being Anderson has increased from 30%. **Instructions:** a) **Hypotheses Expression:** - Express the null and alternative hypotheses in symbolic form for this claim. - Enter your answer as a decimal. For example, if you have 35%, enter 0.35. - Remember to enter a zero in front of the decimal point. However, if you have a percentage that is a multiple of 10, do not include the 0 after the number. For example, if you have 20%, enter 0.2, not 0.20. - \( H_0: \) [Enter Text Box] - \( H_a: \) [Enter Text Box] **Parameters:** - Proportion: enter \( p \) - Mean: enter \( \mu \) **Symbol Codes:** - \( \ge \): enter >= - \( \le \): enter <= - \( \neq \): enter != b) **Test Statistic Calculation:** - Find the test statistic. Round to two decimal places. - [Enter Text Box] c) **P-Value Calculation:** - What is the p-value? Round to four decimals. - \( p = \) [Enter Text Box] d) **Decision Making:** - Make a decision based on a 0.01 significance level. - [ ] Do not reject the null - [ ] Reject the null e) **Conclusion:** - What is the conclusion? - [Enter Text Box]
**Data Summary**

Counts and Percentages: Elementary School

|                | Anderson | Others | Total |
|----------------|----------|--------|-------|
| Count          | 241      | 560    | 801   |
| Percentage     | 30.08739 | 69.91261 | 100   |

---

**Test of Hypothesis: Elementary School**

*Method: Large Sample z Test (Using p0)*

*Alternative Hypothesis \(H_a\): Proportion of 'Anderson' is greater than 0.3*

| Sample Proportion | Std Error | Standardized Obs Stat | 1% z-Upper Critical | P-Value  | BFB  |
|-------------------|-----------|-----------------------|---------------------|----------|------|
| 0.300874          | 0.0161917 | 0.0539725             | 2.32635             | 0.478479 | 1    |

- Test is not significant at 1% level.
- Bayes Factor Bound (BFB): The data imply the odds in favor of the alternative hypothesis is at most 1 to 1, relative to the null hypothesis.

---

**P-value Graph: Large Sample z (Using p0)**

- *Null density (in units of data): Normal; mean = 0.3, sd = 0.0161917.*
- *Alternative Hypothesis \(H_a\): Proportion of 'Anderson' is greater than 0.3.*

Graph Explanation:
- **Observed Data Scale**: The graph shows the distribution of the observed data with an emphasized area (in red) representing the observed sample proportion (0.30087) and the p-value (0.47848).
- **Standard Normal (z) Scale**: The graph presents the distribution on a standard normal scale, with the observed z statistic (0.053972) and the corresponding p-value (0.47848) highlighted. 

The graphs visually compare the observed data and the standard normal distribution, illustrating the hypothesis testing results.
Transcribed Image Text:**Data Summary** Counts and Percentages: Elementary School | | Anderson | Others | Total | |----------------|----------|--------|-------| | Count | 241 | 560 | 801 | | Percentage | 30.08739 | 69.91261 | 100 | --- **Test of Hypothesis: Elementary School** *Method: Large Sample z Test (Using p0)* *Alternative Hypothesis \(H_a\): Proportion of 'Anderson' is greater than 0.3* | Sample Proportion | Std Error | Standardized Obs Stat | 1% z-Upper Critical | P-Value | BFB | |-------------------|-----------|-----------------------|---------------------|----------|------| | 0.300874 | 0.0161917 | 0.0539725 | 2.32635 | 0.478479 | 1 | - Test is not significant at 1% level. - Bayes Factor Bound (BFB): The data imply the odds in favor of the alternative hypothesis is at most 1 to 1, relative to the null hypothesis. --- **P-value Graph: Large Sample z (Using p0)** - *Null density (in units of data): Normal; mean = 0.3, sd = 0.0161917.* - *Alternative Hypothesis \(H_a\): Proportion of 'Anderson' is greater than 0.3.* Graph Explanation: - **Observed Data Scale**: The graph shows the distribution of the observed data with an emphasized area (in red) representing the observed sample proportion (0.30087) and the p-value (0.47848). - **Standard Normal (z) Scale**: The graph presents the distribution on a standard normal scale, with the observed z statistic (0.053972) and the corresponding p-value (0.47848) highlighted. The graphs visually compare the observed data and the standard normal distribution, illustrating the hypothesis testing results.
Expert Solution
trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 6 steps

Blurred answer
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