Define Standard Normal Distribution

Its probability density function (PDF) is given by:

$$f(z) = \frac{1}{\sqrt{2\pi}} e^{-\frac{z^2}{2}}$$

where $z$ is the random variable.

The standard normal distribution is crucial for standardizing any normal distribution, allowing probabilities to be calculated using a single table or function.