Finding a confidence interval.

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SUMMARY

The discussion focuses on calculating a 99% confidence interval for the mean diameter of cylindrical metal pieces produced by a machine. The sample data consists of nine measurements, with a calculated sample mean (X̄) of 1.0056 cm. To find the confidence interval, the t-statistic is utilized due to the unknown population variance, with a critical value of tα/2 = 3.355. The correct formula for the sample standard deviation (s) is confirmed as s² = (1/(n-1)) * Σ(xi - X̄)², ensuring accurate computation of the confidence interval.

PREREQUISITES
  • Understanding of confidence intervals and their significance
  • Familiarity with the t-distribution and t-statistics
  • Knowledge of sample mean and standard deviation calculations
  • Basic statistical concepts related to normal distributions
NEXT STEPS
  • Learn how to calculate sample standard deviation using the formula s² = (1/(n-1)) * Σ(xi - X̄)²
  • Study the properties and applications of the t-distribution in hypothesis testing
  • Explore confidence interval calculations for different confidence levels
  • Review statistical software tools for performing confidence interval analysis
USEFUL FOR

Statisticians, data analysts, students in statistics courses, and anyone involved in quality control processes requiring confidence interval calculations.

Hiche
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Homework Statement



A machine produces metal pieces that are cylindrical in shape. A sample of pieces is taken and the diameters are found to be 1.01, 0.97, 1.03, 1.04, 0.99, 0.98, 0.99, 1.01, 1.03 centimeters. Find a 99% confidence interval for the mean diameter of pieces from this machine, assuming an approximately normal distribution.

Homework Equations





The Attempt at a Solution



From our data, we know N = 9. We find the sample mean X(bar) = 1.0056 and standard deviation s = ? (how exactly do we find this? Do we use the equation (1/n-1) * Ʃ (Xi - X(bar))2?. Moving on..

Since we have a normal population but UNKNOWN population variance, we muse use the t statistic: α = 0.01 and tα/2 = 3.355 from the t-distribution table.

1.0056 ± (3.355) * s / √9 and then compute. Is this the way? Also, like I asked before, how do we find s exactly from our data?
 
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Hiche said:

Homework Statement



A machine produces metal pieces that are cylindrical in shape. A sample of pieces is taken and the diameters are found to be 1.01, 0.97, 1.03, 1.04, 0.99, 0.98, 0.99, 1.01, 1.03 centimeters. Find a 99% confidence interval for the mean diameter of pieces from this machine, assuming an approximately normal distribution.

Homework Equations


The Attempt at a Solution



From our data, we know N = 9. We find the sample mean X(bar) = 1.0056 and standard deviation s = ? (how exactly do we find this? Do we use the equation (1/n-1) * Ʃ (Xi - X(bar))2?. Moving on..

Since we have a normal population but UNKNOWN population variance, we muse use the t statistic: α = 0.01 and tα/2 = 3.355 from the t-distribution table.

1.0056 ± (3.355) * s / √9 and then compute. Is this the way? Also, like I asked before, how do we find s exactly from our data?

Just use the standard formulas that can be found in your textbook or in hundreds of sources on-line. The formula you wrote above is almost correct, but you wrote
s^2 = \left( \frac{1}{n}-1\right)\sum (x_i - \bar{x})^2
instead of the correct
s^2 = \frac{1}{n-1} \sum (x_i - \bar{x})^2 . In other words, use (1/(n-1))!
 

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