To put data on a common basis by removing the effects of scale. One way to do this is to control for the variation in variables. For example, given a sample set of values for *X*, where the mean is
and the standard deviation is *s*, the *i*th value in the set, *X*_{i}, is standardized by subtracting the mean and dividing by the standard deviation.