what is z score ?
That is, it is the original score before any statistical manipulation or transformation. Z scores or z values or Standard scores or normal scores â Theoretical Definition. The Z score or z value or Standard Score or Normal Score is score/s of Standard Normal Distribution (pdf). As it was told, the z score distribution has an Arithmetic Mean that equals to zero (0) and a Standard Deviation that equals to one (1).