Math Problem Statement
ere are summary statistics for the weights of Pepsi in randomly selected cans: nequals36, x overbarequals0.82408 lb, sequals0.00574 lb. Use a confidence level of 90% to complete parts (a) and (b) below. Question content area bottom Part 1 a. Find the confidence interval estimate of mu. enter your response here lbless thanmuless than enter your response here lb (Round to five decimal places as needed.) b. Write a brief statement that interprets the confidence interval. Choose the correct answer below. A. One has 90% confidence that the interval from the lower bound to the upper bound contains the true value of the population mean weight of Pepsi in a can. B. One has 90% confidence that the sample mean weight of Pepsi in a can is equal to the population mean weight of Pepsi in a can. C. There is a 90% chance that the true value of the population mean weight of Pepsi in a can will fall between the lower bound and the upper bound. D. Approximately 90% of sample mean weights of Pepsi in a can will fall between the lower bound and the upper bound.
Solution
To find the confidence interval estimate for the mean weight of Pepsi in a can, we can use the formula for the confidence interval:
- Determine for a 90% confidence level: The critical value for a 90% confidence interval is approximately 1.645.
- Calculate the standard error (SE):
- Calculate the confidence interval:
Thus, the confidence interval is approximately:
Answer for Part 1a:
Part 1b: The correct interpretation is: A. One has 90% confidence that the interval from the lower bound to the upper bound contains the true value of the population mean weight of Pepsi in a can.
Would you like more details or have any questions? Here are some follow-up questions:
- What does the term "population mean" refer to?
- How do you determine the critical value for different confidence levels?
- What is the significance of the sample size in confidence intervals?
- How would the confidence interval change with a larger sample size?
- Why is it important to round to specific decimal places in statistics?
Tip: Always check if your sample is random, as this affects the validity of your confidence interval.
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Math Problem Analysis
Mathematical Concepts
Statistics
Confidence Intervals
Normal Distribution
Formulas
CI = x̄ ± z (s/√n)
Margin of Error = z * SE
Theorems
Central Limit Theorem
Suitable Grade Level
Grades 11-12
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