Because, to quote Box, ‘To make the preliminary test on variances is rather like putting to sea in a rowing boat to find out whether conditions are sufficientl

Because, to quote Box, ‘To make the preliminary test on variances is rather like putting to sea in a rowing boat to find out whether conditions are sufficiently calm for an ocean liner to leave port!’ (Box 1953) Plot the residuals instead.