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Unit 7 Section 6.3
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6.3: Confidence Intervals for Population Proportions Proportion – a part of a whole. Can be represented as a percent, decimal, or fraction. Notation: p = population proportion = sample proportion (read as “p hat”)
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For a sample proportion, and where X = the number of sample units that possess the characteristics of interest n = sample size Section 6.3
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Example 1: In a recent survey of 150 households, 54 had central air conditioning. Find and, where is the proportion that have central air conditioning. Section 6.3
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Similar to means, one can estimate a population proportion using a sample proportion. Sample proportions can be used as our point estimate. A confidence interval is once again used to estimate the population proportion.
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Formula for a Specific Confidence Interval for a proportion where and Rounding Rule : Round to three decimal places Section 6.3
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Example 2: A sample of 500 nursing applications included 60 from men. Find the 90% confidence interval of the true proportion of men who applied for the nursing program. Section 6.3
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Example 3: A sample of 200,000 boat owners found that 12% of the pleasure boats were named Serenity. Find the 95% confidence interval of the true proportion of boats names Serenity. Section 6.3
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Proportions can also be used to determine the sample size needed for a specific confidence interval If the initial proportion is unknown, we assign 0.5 to the value of Section 6.3
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Formula for Minimum Sample Size Needed for Interval Estimate of a Population Proportion Section 6.3
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Example 4: A researcher wishes to estimate, with 95% confidence, the proportion of people who own a home computer. A previous study shows that 40% of those interviewed had a computer at home. The researcher wishes to be accurate within 2% of the true proportion. Find the minimum sample size needed Section 6.3
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Example 5: The same researcher wishes to estimate the proportion of executives who own a car phone. She wants to be 90% confident and be accurate within 5% of the true proportion. Find the minimum sample size needed. Section 6.3
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Homework: Pgs. 325 - 327 : #’s 1 – 23 ODD Section 6.3
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