Basically, this conversion forces the mean and stddev to be standardized to 0 and 1 respectively, which enables a standard defined set of Z-values (from the Normal Distribution Table) to be used ...

The normal distribution is determined by the mean value and the standard deviation, representing the spread of values. The normal distribution is a key element to modern portfolio theory, ...