I'm working my way through a probability textbook, and i have encountered the Gamma function through the Gamma distribution.
I understand that the Gamma function is an interpolating function that can give pretty accurate values of factorials across the entire Reals, in between the Natural numbers that factorials typically work for, but HOW was this function even conceived? I want to see the thought process behind this function. How did Euler decide that the Gamma function described factorial 'curve' one can draw between the discrete factorial function? He didn't just pull this function outta nowhere, there has to be a reasoning behind it, i take it?
The usual definition of Gamma function looks very strange at first. Maybe another (equivalent) one is easier to grok.
First, let $z$ be an integer. Observe that $\binom{N+z}N=\frac{(N+z)\cdot(N+z-1)\cdot\ldots\cdot(N+1)}{z!}$ grows roughly as $\frac{N^z}{z!}$. More precisely, $$ \binom{N+z}N=N^z\left(\frac1{z!}+o(1)\right)\qquad(N\to\infty), $$ or equivalently, $$ z!=\lim_{N\to\infty}\frac{N^z}{\binom{N+z}N}\tag{1}. $$
But (as long as $N$ is an integer) binomial coefficient $\binom\alpha N$ is defined for arbitrary complex $\alpha$ (by the formula $\binom\alpha N=\frac{\alpha\cdot(\alpha-1)\cdot\ldots\cdot(\alpha-N+1)}{N!}$).
So one can define $z!$ for arbitrary $z$ by the formula (1). Finally, $\Gamma(z)$ is just $(z-1)!$