Math Problem Statement
Solution
This question involves calculating the standard error of the sample mean ().
Information provided:
- Population mean (): 40
- Population standard deviation (): 21
- Sample size (): 49
Formula for Standard Error:
Substituting the values:
Final Answer:
The standard error of the sample mean is 3 points.
Would you like a more detailed explanation or help with another part of this question?
Here are some related questions to deepen your understanding:
- How does the standard error change if the sample size is increased to ?
- What is the role of population standard deviation () in determining the standard error?
- How would the calculation differ if the sample size was not given but the margin of error was provided instead?
- Why is it necessary to take the square root of the sample size in the formula for ?
- What is the difference between standard deviation and standard error?
Tip: A larger sample size decreases the standard error, making the sample mean a more precise estimate of the population mean!
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Math Problem Analysis
Mathematical Concepts
Statistics
Standard Error
Sampling Distribution
Formulas
Standard Error formula: SE = σ / √n
Theorems
Central Limit Theorem
Suitable Grade Level
Undergraduate (Statistics 101 or AP Statistics)
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