Law Of Large Numbers, Central Limit Theorem, Normal Distribution, Random Variable, Jacob Bernoulli.
follows: The standardized version of X (Image by Author) Z_n, when defined this way, is called the standardized sample mean. It’s the distance between the sample mean and the population mean expressed in (possibly fractional) number of standard deviations. There is another way you can calculate