Confidence intervals for means/proportions

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The formula for a confidence interval for a mean is

where Z = Z a/2. For example, the value of Z in a 95% confidence interval is 1.96 because P(Z > 1.96) = 0.025. For a 90% confidence interval, Z = 1.645.

If the distribution is Normal, but the sample size is small, you replace Z with t with (n-1) degrees of freedom. In the formula, s can be replaced by s if the population standard deviation is known (which doesn't happen too often).

The formula for a confidence interval for a proportion is

where the same rules stated above apply.

By the way, the second term in both formulas is known officially as the bound on the error. Usually, especially with proportions, it is called the margin of error.

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