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Presenting confidence intervals around means is a common method of expressing uncertainty in data. These confidence intervals are based on the ANOVA mean squared error. I show why this is the case and offer a simple correction that makes the expected size of Cousineau confidence intervals the same as that of Loftus and Masson confidence intervals.
Richard D. Morey (Mon,) studied this question.