A plot with an arithmetic (interval) horizontal axis and a vertical axis scaled so the cumulative distribution function (cdf) of a normal distribution plots as a straight line. If observations fall close to the straight line, the residuals are normally distributed. You can also use this plot to identify outliers in the data.