Math Problem Statement

Find the margin of error for the given values of​ c,

sigmaσ​,

and n.

cequals=0.900.90​,

sigmaσequals=2.62.6​,

nequals=100100

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Part 1

Eequals=enter your response here

​(Round to three decimal places as​ needed.)Level of Confidence

z Subscript czc

​90%

1.645

​95%

1.96

​99%

2.575

Solution

To calculate the margin of error EE, you can use the formula:

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

where:

  • zcz_c is the critical value associated with the confidence level (in this case, zc=1.645z_c = 1.645 for 90% confidence),
  • σ=2.6\sigma = 2.6 is the population standard deviation,
  • n=100n = 100 is the sample size.

Step-by-step calculation:

  1. Calculate the square root of the sample size:

n=100=10\sqrt{n} = \sqrt{100} = 10

  1. Divide the standard deviation by the square root of the sample size:

σn=2.610=0.26\frac{\sigma}{\sqrt{n}} = \frac{2.6}{10} = 0.26

  1. Multiply by the critical value zcz_c:

E=1.645×0.26=0.4277E = 1.645 \times 0.26 = 0.4277

Final Answer:

E0.428E \approx 0.428

So, the margin of error is 0.428\boxed{0.428} (rounded to three decimal places).

Would you like more details on the process or have any questions?

Here are five related questions:

  1. How is the critical value zcz_c determined for other confidence levels?
  2. How does increasing the sample size affect the margin of error?
  3. What happens to the margin of error if the population standard deviation increases?
  4. Can you use this formula for non-normal distributions? If not, what adjustments are needed?
  5. What is the relationship between confidence level and margin of error?

Tip: Increasing the sample size reduces the margin of error, providing a more precise estimate.

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Math Problem Analysis

Mathematical Concepts

Statistics
Margin of Error
Confidence Interval

Formulas

E = z_c × (σ / √n)

Theorems

Central Limit Theorem (CLT)

Suitable Grade Level

Grades 11-12 / College-level Statistics