Math Problem Statement

A sample of size n = 40 is drawn from a population whose standard deviation is σ = 13.5. Find the margin of error for a 90% confidence interval for μ.

Solution

To solve this problem, we need to calculate the margin of error for a 90% confidence interval.

The margin of error (E) is given by the formula:

E=z×σnE = z \times \frac{\sigma}{\sqrt{n}}

Where:

  • zz is the critical value corresponding to the 90% confidence level (we can find this from standard Z-tables),
  • σ\sigma is the standard deviation of the population,
  • nn is the sample size.

Step 1: Find the critical value (z)

For a 90% confidence level, the z-value corresponding to the 90% confidence level is approximately 1.645 (this can be found in standard Z-tables or from statistical software).

Step 2: Plug values into the formula

  • σ=13.5\sigma = 13.5
  • n=40n = 40

E=1.645×13.540E = 1.645 \times \frac{13.5}{\sqrt{40}}

Now, let's calculate it.

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Math Problem Analysis

Mathematical Concepts

Statistics
Confidence Intervals
Z-Score
Margin of Error

Formulas

Margin of Error Formula: E = z * (σ / √n)

Theorems

Central Limit Theorem
Z-Score for Confidence Interval

Suitable Grade Level

Grades 9-12