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C ONFIDENCE INTERVALS FOR PROPORTIONS Sec 9.3
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T HE P LAN ; F OR BUILDING A 95% CONFIDENCE INTERVAL
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What do we use for (se)
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W HAT TO USE FOR S TANDARD E RROR, The standard error for a sampling distribution of proportions is normally; Sense we don’t know p we will use instead, where is our sample proportion. This will give us a strong approximation for the true standard error.
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T HE P LAN ; F OR BUILDING A 95% CONFIDENCE INTERVAL
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In general: For proportional data Our confidence interval is found by finding; Sample proportion Z-score for confidence level Standard Error or
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R EMINDER ABOUT SAMPLE SIZE ; Since we are working with proportional distributions we need to be sure that our sample size is large enough for the central limit theorem to give us a normal distribution to work with. The sample size must be large enough so that; and
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L ETS TRY ;.735 73.5% of Americans have cranberries at thanksgiving. You are tasked with finding out the proportion of American households that will have cranberries with their Thanksgiving meal. Step one: Find a point estimate Step two: Build a 95% confidence interval
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L ETS TRY ; 73.5% Step One: Using a sample you randomly survey 100 American and find that 70 of plan on having cranberries. This gives you a point estimate of.7000
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L ETS TRY ; 73.5% Step Two: We need to find the standard error in order to build our intervals.
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L ETS TRY ; 73.5% Step Two: We need to find the standard error in order to build our intervals.
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L ETS TRY ; 73.5% Step Two: We need to find the standard error in order to build our intervals. So our interval is; The interval from 61.02% to 78.98% Margin of error
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L ETS TRY ; 73.5% Therefore we are 95% confident that between 61% and 79% of Americans will be having cranberries with their Thanksgiving meal.
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Y OU T RY ; A sample of 1500 dogs finds that only 1037 of them are “altered”. Find a 95% confidence interval for the population proportion of altered dogs.
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O THER CONFIDENCE L EVELS : We can find confidence intervals with other confidence levels. The most common are 90%, 95%, and 99%. The only difference is the z-score we will use needs to be changed to model the new confidence level. Here are the z-scores for these common confidence levels
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Y OU T RY ; A sample of 1500 dogs finds that only 1037 of them are “altered”. Find a 99% confidence interval for the population proportion of altered dogs.
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P OSSIBILITIES ; Is it possible that our confidence interval does not contain the population proportion? Oh yes, and this will happen 5% of the time with a 95% confidence interval.
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