Math Problem Statement
You intend to estimate a population mean with a confidence interval. You believe the population to have a normal distribution. Your sample size is 4.
While it is an uncommon confidence level, find the critical value that corresponds to a confidence level of 96.3%. (Report answer accurate to three decimal places with appropriate rounding.)
ta/2 = ±
Solution
To find the critical value corresponding to a 96.3% confidence level for a normally distributed population, we will follow these steps:
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Calculate the area in the tails:
- The confidence level is 96.3%, so the area in the tails is .
- Since the normal distribution is symmetric, the area in one tail is .
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Find the z-value corresponding to the area in the tail:
- We need to find the z-value that leaves 0.0185 in the upper tail of the standard normal distribution.
The critical value can be found using standard normal distribution tables or a calculator with inverse normal function.
Let's calculate this value.The critical value that corresponds to a 96.3% confidence level is approximately .
Would you like more details on this process or have any further questions?
Here are 8 related questions you might find useful:
- What is the confidence interval formula for estimating a population mean?
- How does sample size affect the width of a confidence interval?
- What is the significance of the z-value in constructing confidence intervals?
- How would you calculate a 95% confidence interval with the same sample size?
- What role does the standard deviation play in confidence intervals?
- What is the difference between z-distribution and t-distribution in constructing confidence intervals?
- How does changing the confidence level affect the critical value?
- What assumptions are required for the confidence interval calculation to be valid?
Tip: Remember, as the confidence level increases, the critical value increases, leading to a wider confidence interval.
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Math Problem Analysis
Mathematical Concepts
Statistics
Normal Distribution
Confidence Intervals
Formulas
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Theorems
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Suitable Grade Level
Advanced College Level
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