Fill in the blank. A A dis is used to test the hypothesis that an observed frequency distribution fits (or c is used to test the hypothesis that an observed frequency distributic goodness-of-fit test Student t-test F test one-way analysis of variance
Fill in the blank. A A dis is used to test the hypothesis that an observed frequency distribution fits (or c is used to test the hypothesis that an observed frequency distributic goodness-of-fit test Student t-test F test one-way analysis of variance
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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Question
 is used to test the hypothesis that an observed frequency distribution fits (or conforms to) some claimed distribution.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F4cbada35-3122-4a6c-a25c-246bca0ae236%2F7e9d78ba-1b7b-4862-8e8d-9f52a3194145%2Fxabwspu_processed.jpeg&w=3840&q=75)
Transcribed Image Text:**Fill in the Blank:**
A _______ is used to test the hypothesis that an observed frequency distribution fits (or conforms to) some claimed distribution.
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A  is used to test the hypothesis that an observed frequency distribution fits (or conforms to) some claimed distribution.

Transcribed Image Text:### Hypothesis Testing in Statistics
**Question:**
Fill in the blank:
A __________ is used to test the hypothesis that an observed frequency distribution fits (or conforms to) an expected frequency distribution.
**Multiple Choice Options:**
1. goodness-of-fit test
2. Student t-test
3. F test
4. one-way analysis of variance
**Explanation:**
The image shows a fill-in-the-blank question followed by multiple-choice options to select from. The context of the question is related to hypothesis testing in statistics, specifically concerning the comparison of observed and expected frequency distributions.
**Answer Analysis:**
- **Goodness-of-fit test:** This statistical test is used to determine how well an observed frequency distribution matches the expected frequency distribution.
- **Student t-test:** Used to compare the means of two groups.
- **F test:** Used to compare two population variances or to analyze the variances in the setting of ANOVA (Analysis of Variance).
- **One-way analysis of variance:** Used to determine whether there are any statistically significant differences between the means of three or more independent groups.
The correct answer to fill in the blank is "goodness-of-fit test."
**Visual Aid Explanation:**
The image includes a dropdown menu with the aforementioned options. The dropdown is active, and the pointer is seen hovering over it, indicating the viewer’s interaction to choose the correct answer.
### Summary
To test if an observed frequency distribution fits an expected frequency distribution, one uses a **goodness-of-fit test**. This type of test evaluates the null hypothesis that the frequency distribution of certain events observed in a sample is consistent with a particular theoretical distribution.
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