what does a z score measure
They represent what we call a âstandard distributionâ of values about a mean of zero (0). The z score transformation is especially useful when seeking to compare the relative standings of items from distributions with different means and/or different standard deviations. Z scores are especially informative when the distribution to which they refer is normal.