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Section 6.3

Section 6.3. Confidence Intervals for Population Proportions. Section 6.3 Objectives. Find a point estimate for the population proportion Construct a confidence interval for a population proportion Determine the minimum sample size required when estimating a population proportion.

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Section 6.3

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  1. Section 6.3 Confidence Intervals for Population Proportions Larson/Farber 4th ed

  2. Section 6.3 Objectives • Find a point estimate for the population proportion • Construct a confidence interval for a population proportion • Determine the minimum sample size required when estimating a population proportion Larson/Farber 4th ed

  3. Point Estimate for Population p Population Proportion • The probability of success in a single trial of a binomial experiment. • Denoted by p Point Estimate for p • The proportion of successes in a sample. • Denoted by • read as “p hat” Larson/Farber 4th ed

  4. Point Estimate for Population p Point Estimate for q, the proportion of failures • Denoted by • Read as “q hat” Larson/Farber 4th ed

  5. Example: Point Estimate for p In a survey of 1219 U.S. adults, 354 said that their favorite sport to watch is football. Find a point estimate for the population proportion of U.S. adults who say their favorite sport to watch is football. (Adapted from The Harris Poll) Solution: n = 1219 and x = 354 Larson/Farber 4th ed

  6. Confidence Intervals for p • A c-confidence interval for the population proportion p • The probability that the confidence interval contains p is c. Larson/Farber 4th ed

  7. Constructing Confidence Intervals for p In Words In Symbols • Identify the sample statistics n and x. • Find the point estimate • Verify that the sampling distribution of can be approximated by the normal distribution. • Find the critical value zc that corresponds to the given level of confidence c. Use the Standard Normal Table Larson/Farber 4th ed

  8. Constructing Confidence Intervals for p In Words In Symbols • Find the margin of error E. • Find the left and right endpoints and form the confidence interval. Left endpoint: Right endpoint: Interval: Larson/Farber 4th ed

  9. Example: Confidence Interval for p In a survey of 1219 U.S. adults, 354 said that their favorite sport to watch is football. Construct a 95% confidence interval for the proportion of adults in the United States who say that their favorite sport to watch is football. Solution: Recall Larson/Farber 4th ed

  10. Solution: Confidence Interval for p • Verify the sampling distribution of can be approximated by the normal distribution • Margin of error: Larson/Farber 4th ed

  11. Solution: Confidence Interval for p • Confidence interval: Left Endpoint: Right Endpoint: 0.265 < p < 0.315 Larson/Farber 4th ed

  12. Solution: Confidence Interval for p • 0.265 < p < 0.315 Point estimate 0.265 0.29 0.315 • ( ) With 95% confidence, you can say that the proportion of adults who say football is their favorite sport is between 26.5% and 31.5%. Larson/Farber 4th ed

  13. Sample Size • Given a c-confidence level and a margin of error E, the minimum sample size n needed to estimate p is • This formula assumes you have an estimate for and . • If not, use and Larson/Farber 4th ed

  14. Example: Sample Size You are running a political campaign and wish to estimate, with 95% confidence, the proportion of registered voters who will vote for your candidate. Your estimate must be accurate within 3% of the true population. Find the minimum sample size needed if • no preliminary estimate is available. Solution: Because you do not have a preliminary estimate for use and Larson/Farber 4th ed

  15. Solution: Sample Size • c = 0.95 zc = 1.96 E = 0.03 Round up to the nearest whole number. With no preliminary estimate, the minimum sample size should be at least 1068 voters. Larson/Farber 4th ed

  16. Example: Sample Size You are running a political campaign and wish to estimate, with 95% confidence, the proportion of registered voters who will vote for your candidate. Your estimate must be accurate within 3% of the true population. Find the minimum sample size needed if • a preliminary estimate gives . Solution: Use the preliminary estimate Larson/Farber 4th ed

  17. Solution: Sample Size • c = 0.95 zc = 1.96 E = 0.03 Round up to the nearest whole number. With a preliminary estimate of , the minimum sample size should be at least 914 voters. Need a larger sample size if no preliminary estimate is available. Larson/Farber 4th ed

  18. Section 6.3 Summary • Found a point estimate for the population proportion • Constructed a confidence interval for a population proportion • Determined the minimum sample size required when estimating a population proportion Larson/Farber 4th ed

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