type 1 and type 2

MATLAB: An Introduction with Applications
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Author:Amos Gilat
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type 1 and type 2 

**Hypothesis Testing Errors: Understanding Type 1 and Type 2 Errors**

**Scenario:**

The mean cost of textbooks for one class is greater than $130. Identify the type 1 and type 2 errors for the hypothesis test of this claim.

**Type 1 Error:**
- **Description:** Occurs when you incorrectly reject the null hypothesis.
- **Example Option:** You say the mean cost of the textbooks is greater than $130, but in reality, they are actually $130.

**Type 2 Error:**
- **Description:** Occurs when you fail to reject the null hypothesis when it is false.
- **Example Option:** You say the mean cost of the textbooks is $130, but in reality, they are greater than $130. 

Understanding these errors helps in correctly interpreting the results of hypothesis testing and making informed decisions based on statistical data.
Transcribed Image Text:**Hypothesis Testing Errors: Understanding Type 1 and Type 2 Errors** **Scenario:** The mean cost of textbooks for one class is greater than $130. Identify the type 1 and type 2 errors for the hypothesis test of this claim. **Type 1 Error:** - **Description:** Occurs when you incorrectly reject the null hypothesis. - **Example Option:** You say the mean cost of the textbooks is greater than $130, but in reality, they are actually $130. **Type 2 Error:** - **Description:** Occurs when you fail to reject the null hypothesis when it is false. - **Example Option:** You say the mean cost of the textbooks is $130, but in reality, they are greater than $130. Understanding these errors helps in correctly interpreting the results of hypothesis testing and making informed decisions based on statistical data.
The image displays a section of an educational website related to hypothesis testing. The task is to identify Type 1 and Type 2 errors for the following hypothesis claim:

**Claim:** The mean cost of textbooks for one class is greater than $130.

There is a dropdown menu labeled "Type 1" with options to select one of the following statements:

- You say the mean cost of the textbooks is $130, but in reality, they are greater than $130.
- You say the mean cost of the textbooks is greater than $130, but in reality, they are actually $130.
Transcribed Image Text:The image displays a section of an educational website related to hypothesis testing. The task is to identify Type 1 and Type 2 errors for the following hypothesis claim: **Claim:** The mean cost of textbooks for one class is greater than $130. There is a dropdown menu labeled "Type 1" with options to select one of the following statements: - You say the mean cost of the textbooks is $130, but in reality, they are greater than $130. - You say the mean cost of the textbooks is greater than $130, but in reality, they are actually $130.
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