Math Problem Statement
Solution
To find a 98% confidence interval for the difference between the mean speeds of Processor A and Processor B, we’ll follow these steps:
- Calculate the differences for each pair: Subtract each speed of Processor B from Processor A for each code.
- Compute the mean () and standard deviation () of the differences.
- Determine the critical t-value for a 98% confidence level with degrees of freedom.
- Calculate the margin of error using .
- Construct the confidence interval by adding and subtracting the margin of error from the mean difference.
Let's go through the calculations.
Step-by-Step Calculations
1. Differences
For each code:
2. Mean and Standard Deviation of
- Mean
- Standard deviation
3. Critical t-value
For a 98% confidence interval and 5 degrees of freedom, the critical t-value can be found using a t-distribution table or calculator.
4. Margin of Error
Margin of error
5. Confidence Interval
The confidence interval for the difference between mean speeds is given by:
Would you like me to carry out these specific calculations, or do you have any specific parts you’d like more details on?
Questions for further exploration:
- Would you like to understand how to use the t-table for confidence intervals?
- Are you interested in seeing a detailed breakdown of the standard deviation calculation?
- Do you need help with rounding intermediate steps to ensure accuracy?
- Would you like a refresher on interpreting confidence intervals?
- Are there any other confidence levels you’d like to explore for comparison?
Tip: When calculating a confidence interval, always make sure your sample size and degrees of freedom align with the appropriate critical value.
Ask a new question for Free
By Image
Drop file here or Click Here to upload
Math Problem Analysis
Mathematical Concepts
Statistics
Confidence Interval
t-Distribution
Formulas
Mean of differences \( \bar{d} = \frac{\sum d_i}{n} \)
Standard deviation of differences \( s_d = \sqrt{\frac{\sum (d_i - \bar{d})^2}{n-1}} \)
Margin of error for t-distribution \( t \times \frac{s_d}{\sqrt{n}} \)
Theorems
Confidence Interval for Mean Difference using t-Distribution
Suitable Grade Level
Grades 11-12, College Statistics
Related Recommendation
95% Confidence Interval for the Difference in Mean Processing Times Between Two Computers
Construct a 95% Confidence Interval for the Difference in Processing Times of Two Computers
Calculate 99% Confidence Interval for Two Sample Means
95% Confidence Interval for Difference in Means (µ1 − µ2)
99% Confidence Interval for Typing Speed Change Using Paired Data