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Aim: What are the confidence intervals and samples size for proportions?. Quiz Friday. Proportions. Proportions: represents a part of a whole Can be expressed as a fraction, decimal or percentage Can also be represented as probabilities
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Aim: What are the confidence intervals and samples size for proportions? Quiz Friday
Proportions • Proportions: represents a part of a whole • Can be expressed as a fraction, decimal or percentage • Can also be represented as probabilities • Proportions can be obtained from samples or populations
Proportion Symbols • p = populations proportions (read “p hat”) = sample proportions For sample proportion,
Example • In a study, 200 people were asked if they were satisfied with their job or profession; 162 said that they were • In this case n = 200 and X = 162, then
Confidence Intervals • To construct confidence intervals about a proportion, one must use the maximum error of estimate, which is
Rounding Rule for Confidence Interval for a Proportion • Round off to three decimal places
Example • A sample of 500 nursing applications included 60 from men. Find the 90% confidence interval of the true proportion of men who applied to the nursing program. • Solution:
Sample Size for Proportions • To find the sample size needed to determine a confident interval about a proportion, use this formula (if necessary round up to a whole number):
Class Work • In a recent study of 150 households, 54 had central air conditioning. Find • A survey 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 named Serenity.
Class Work 3. 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 necessary.