Confidence Interval

The confidence intervals for specific statistics (e.g., means, or regression lines) give us a range of values around the statistic where the "true" (population) statistic can be expected to be located (with a given level of certainty, see also Elementary Concepts).

For example, the 95% confidence interval for the regression line is shown in the illustration above.