Generating Functions, Taylor Series, Taylor Theorem, Central Limit Theorem, Deep Dives.
Author) It’s called exponential because the value of the factorial term in the denominator increases at an exponential rate causing the values of the successive terms to diminish at an exponential rate. The EGF has a remarkably useful property: its k-th derivative, when evaluated at x=0 isolates