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The owners of an eyeglass store claim that they fill customers' orders, on average, in 60 minutes with a standard deviation of 15.9 minutes. Based on a random sample of 40 orders, a reporter determines a mean order time of 63 minutes. Let \( \mu \) represent the average number of minutes to fill an order. \( z=\frac{\bar{x}-\mu}{\left(\frac{\sigma}{\sqrt{n}}\right)} \) To the nearest hundredth, the z-statistic is \( z=\square \) DONE

Ask by Chan Cervantes. in the United States
Feb 25,2025

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Answer

The z-statistic is 1.19.

Solution

Given:   μ = 60 minutes   σ = 15.9 minutes   n = 40    sample mean x̄ = 63 minutes The z‐statistic is calculated by:   z = (x̄ – μ) / (σ / √n) Step 1: Calculate the denominator:   σ / √n = 15.9 / √40 ≈ 15.9 / 6.3249 ≈ 2.513 Step 2: Substitute values into the formula:   z = (63 – 60) / 2.513 ≈ 3 / 2.513 ≈ 1.19 Thus, to the nearest hundredth, the z-statistic is 1.19.

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To calculate the z-statistic, you would use the given formula. First, substitute the values into the equation: - Sample mean (\( \bar{x} \)) = 63 minutes - Population mean (\( \mu \)) = 60 minutes - Standard deviation (\( \sigma \)) = 15.9 minutes - Sample size (\( n \)) = 40 Now, calculate the standard error: \[ \text{Standard Error} = \frac{\sigma}{\sqrt{n}} = \frac{15.9}{\sqrt{40}} \approx 2.52 \] Now, substitute these values back into the z-statistic formula: \[ z = \frac{63 - 60}{2.52} \approx \frac{3}{2.52} \approx 1.19 \] Thus, the z-statistic \( z \) is approximately \( 1.19 \).

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