Math Problem Statement
Estimate the 80% confidence interval of the population mean effective period of action for a certain tranquilizer which gave the following results when administered to eight patients:
Mean: 1.5 hours
Standard deviation: 0.3 hours
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The critical value of t in this case is =
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The maximum tolerated error on the population mean effective period of action (rounded off to 2 decimal places) is =
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The 95% confidence interval of the population mean effective period of action (rounded off to 2 decimal places) and written in the format a to b is =
Solution
To estimate the 80% confidence interval of the population mean effective period of action for the tranquilizer, we need to follow these steps:
- Determine the critical value of t for an 80% confidence interval.
- Calculate the maximum tolerated error (also known as the margin of error).
- Compute the 80% confidence interval for the population mean.
Given:
- Mean () = 1.5 hours
- Standard deviation (s) = 0.3 hours
- Sample size (n) = 8
1. Critical Value of t
For an 80% confidence interval with degrees of freedom, we need to find the t-value for which the area in each tail is .
Using a t-table or calculator:
2. Maximum Tolerated Error
The margin of error (E) is calculated using the formula:
Substituting the values:
3. 80% Confidence Interval
The confidence interval is calculated as:
Thus, the 80% confidence interval for the population mean effective period of action is:
Answers:
- The critical value of t in this case is .
- The maximum tolerated error on the population mean effective period of action is hours (rounded to 2 decimal places).
- The 80% confidence interval of the population mean effective period of action is hours (rounded to 2 decimal places).
Do you want details or have any questions?
Here are some more questions you might find useful:
- How do you calculate the critical value for a given confidence level?
- What is the difference between a t-distribution and a z-distribution?
- How does the sample size affect the confidence interval?
- Why is it important to round off the margin of error?
- Can you explain the steps to calculate a confidence interval for proportions?
Tip: When estimating confidence intervals, always ensure to use the correct critical value based on the sample size and desired confidence level.
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Math Problem Analysis
Mathematical Concepts
Statistics
Confidence Intervals
T-distribution
Formulas
Margin of Error formula
Confidence Interval formula
Theorems
Central Limit Theorem
Suitable Grade Level
Undergraduate level
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