Questions: Find the critical value za / 2 needed to construct a confidence interval with the given level.
Transcript text: Find the critical value $\mathrm{za}_{\mathrm{a}} / 2$ needed to construct a confidence interval with the given level.
Solution
Solution Steps
To find the critical value \( z_{\alpha/2} \) for a given confidence level, we need to determine the z-score that corresponds to the tail area of \(\alpha/2\) in a standard normal distribution. This involves using the inverse of the cumulative distribution function (CDF) for the normal distribution.
Step 1: Determine the Confidence Level
The problem states a confidence level of 1.04. However, confidence levels are typically expressed as a percentage less than or equal to 1 (e.g., 0.95 for 95%). A confidence level of 1.04 is not valid because it exceeds 100%.
Step 2: Calculate \(\alpha\)
The value of \(\alpha\) is calculated as:
\[
\alpha = 1 - \text{confidence level}
\]
Given the confidence level of 1.04, we find:
\[
\alpha = 1 - 1.04 = -0.04
\]
This negative value for \(\alpha\) indicates an error in the confidence level, as \(\alpha\) should be a positive number between 0 and 1.
Step 3: Determine the Critical Value \(z_{\alpha/2}\)
The critical value \(z_{\alpha/2}\) is typically found using the inverse of the cumulative distribution function (CDF) for the standard normal distribution. However, since \(\alpha\) is negative, the calculation for \(z_{\alpha/2}\) is not possible, resulting in an undefined value.