You want to obtain a sample to estimate how much parents spend on their kids birthday parties. Based on previous study, you believe the population standard deviation is approximately o = 22.7 dollars. You would like to be 95% confident that your estimate is within 2 dollar(s) of average spending on the birthday parties. How many parents do you have to sample? Hint: Video [+] n =

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### Sampling for Average Spending on Kids' Birthday Parties

You aim to collect a sample to determine the expenditure parents incur on their kids' birthday parties. Previous research indicates that the population standard deviation (σ) is approximately 22.7 dollars. You wish to achieve a 95% confidence level that your estimate is within 2 dollars of the true average spending on these birthday parties. 

The question posed is: **How many parents do you need to sample?**

To assist you, a **Video** [resource] has been provided.

There is a placeholder for you to compute and input the required sample size:
\[ n = \_\_\_\_\_ \]

#### Explanation:

1. **Standard Deviation (σ)**: This is given as 22.7 dollars.
2. **Margin of Error (E)**: You want your estimate to be within 2 dollars.
3. **Confidence Level**: You need to be 95% confident in your estimate.

Using the formula for sample size:
\[ n = \left( \frac{Z \cdot \sigma}{E} \right)^2 \]
where \( Z \) is the Z-value corresponding to the desired confidence level.

This setup ensures your educational understanding of statistical sampling, margin of error, and confidence interval in estimating means.

### Tip:
Use the **provided hint link** (Video [resource]) to get a step-by-step guide on how to calculate the required sample size.
Transcribed Image Text:### Sampling for Average Spending on Kids' Birthday Parties You aim to collect a sample to determine the expenditure parents incur on their kids' birthday parties. Previous research indicates that the population standard deviation (σ) is approximately 22.7 dollars. You wish to achieve a 95% confidence level that your estimate is within 2 dollars of the true average spending on these birthday parties. The question posed is: **How many parents do you need to sample?** To assist you, a **Video** [resource] has been provided. There is a placeholder for you to compute and input the required sample size: \[ n = \_\_\_\_\_ \] #### Explanation: 1. **Standard Deviation (σ)**: This is given as 22.7 dollars. 2. **Margin of Error (E)**: You want your estimate to be within 2 dollars. 3. **Confidence Level**: You need to be 95% confident in your estimate. Using the formula for sample size: \[ n = \left( \frac{Z \cdot \sigma}{E} \right)^2 \] where \( Z \) is the Z-value corresponding to the desired confidence level. This setup ensures your educational understanding of statistical sampling, margin of error, and confidence interval in estimating means. ### Tip: Use the **provided hint link** (Video [resource]) to get a step-by-step guide on how to calculate the required sample size.
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