Finding the "K most likely outliers", i. e. those K observations whose removal from the data most reduces the sum of squared residuals from a linear model, can require lengthy computation. The ...

Using residuals to isolate multiple outliers in a two-way table may lead to very poor results. A new diagnostic is proposed: the median of the tetrads associated with a cell. This procedure can ...