All three paths add the identical element — a normal curve fitted to the variable’s own mean and SD, not to some fixed reference distribution — so which one to use is mostly about what else you need ...

A normal distribution is the symmetric, bell-shaped probability distribution in which values cluster around the mean and taper off equally in both directions. It shows up so often in statistical ...