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Confidence Intervals with Proportions Using the Calculator Notes: Page 166
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A May 2000 Gallup Poll found that 38% of a random sample of 1012 adults said that they believe in ghosts. Find a 95% confidence interval for the true proportion of adults who believe in ghost.
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Assumptions: Have an SRS of adults np =1012(.38) = 384.56 & n(1-p) = 1012(.62) = 627.44 Since both are greater than 10, the distribution can be approximated by a normal curve Population of adults is at least 10,120. We are 95% confident that the true proportion of adults who believe in ghosts is between 35% and 41%. Step 1: check assumptions! Step 2: make calculations Step 3: conclusion in context
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Assumptions: Have an SRS of adults np =1012(.38) = 384.56 & n(1-p) = 1012(.62) = 627.44 Since both are greater than 10, the distribution can be approximated by a normal curve Population of adults is at least 10,120. We are 95% confident that the true proportion of adults who believe in ghosts is between 35% and 41%. Step 1: check assumptions! Step 2: make calculations Step 3: conclusion in context Calculator: STAT, TESTS, 1-Prop Z Interval x=(n)(p), always round up = 385 n=1012 C-Level =.95 = (.35,.41)
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The manager of the dairy section of a large supermarket took a random sample of 250 egg cartons and found that 40 cartons had at least one broken egg. Find a 90% confidence interval for the true proportion of egg cartons with at least one broken egg.
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Assumptions: Have an SRS of egg cartons np =250(.16) = 40 & n(1-p) = 250(.84) = 210 Since both are greater than 10, the distribution can be approximated by a normal curve Population of cartons is at least 2500. We are 90% confident that the true proportion of egg cartons with at least one broken egg is between 12.2% and 19.8%. Step 1: check assumptions! Step 2: make calculations Step 3: conclusion in context
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Assumptions: Have an SRS of egg cartons np =250(.16) = 40 & n(1-p) = 250(.84) = 210 Since both are greater than 10, the distribution can be approximated by a normal curve Population of cartons is at least 2500. We are 90% confident that the true proportion of egg cartons with at least one broken egg is between 12.2% and 19.8%. Step 1: check assumptions! Step 2: make calculations Step 3: conclusion in context Calculator: STAT, TESTS, 1-Prop Z Interval x=(n)(p), always round up = 40 n=250 C-Level =.90 = (.122,.198)
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Another Gallop Poll istaken in order to measure the proportion of adults who approve of attempts to clone humans. What sample size is necessary to be within + 0.04 of the true proportion of adults who approve of attempts to clone humans with a 95% Confidence Interval? To find sample size: However, since we have not yet taken a sample, we do not know a p-hat (or p) to use!
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What p-hat (p) do you use when trying to find the sample size for a given margin of error?.1(.9) =.09.2(.8) =.16.3(.7) =.21.4(.6) =.24.5(.5) =.25 By using.5 for p-hat, we are using the worst- case scenario and using the largest SD in our calculations. Remember that, in a binomial distribution, the histogram with the largest standard deviation was the one for probability of success of 0.5.
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Another Gallop Poll is taken in order to measure the proportion of adults who approve of attempts to clone humans. What sample size is necessary to be within + 0.04 of the true proportion of adults who approve of attempts to clone humans with a 95% Confidence Interval? Use p-hat =.5 Divide by 1.96 Square both sides Round up on sample size
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Homework: Page 167 and 168, add calculator work to each problem. (Due Monday)
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